Creation of an international joint research base based on Multidisciplinary computational anatomy

• Project Area: Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy
• Project/Area Number: 15K21716
• Research Category: Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
• Allocation Type: Multi-year Fund
• Review Section: Science and Engineering
• Research Institution: Kyushu University
• Principal Investigator: Hashizume Makoto 九州大学, 先端医療イノベーションセンター, 名誉教授 (90198664)
• Co-Investigator(Kenkyū-buntansha): 森 健策 名古屋大学, 情報学研究科, 教授 (10293664) ; 佐藤 嘉伸 奈良先端科学技術大学院大学, 先端科学技術研究科, 教授 (70243219) ; 清水 昭伸 東京農工大学, 工学(系)研究科(研究院), 教授 (80262880) ; 本谷 秀堅 名古屋工業大学, 工学(系)研究科(研究院), 教授 (60282688) ; 増谷 佳孝 広島市立大学, 情報科学研究科, 教授 (20345193) ; 仁木 登 徳島大学, 大学院社会産業理工学研究部(理工学域), 非常勤講師 (80116847) ; 藤田 廣志 岐阜大学, 工学部, 特任教授・名誉教授 (10124033) ; 木戸 尚治 山口大学, 大学院創成科学研究科, 教授 (90314814) ; 正宗 英津子 (小林英津子 / 小林 英津子) 東京女子医科大学, 医学部, 准教授 (20345268)
• Project Period (FY): 2015-11-06 – 2019-03-31
• Project Status: Completed (Fiscal Year 2018)
• Budget Amount: ¥61,490,000 (Direct Cost: ¥47,300,000、Indirect Cost: ¥14,190,000); Fiscal Year 2018: ¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000); Fiscal Year 2017: ¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000); Fiscal Year 2016: ¥15,340,000 (Direct Cost: ¥11,800,000、Indirect Cost: ¥3,540,000); Fiscal Year 2015: ¥15,210,000 (Direct Cost: ¥11,700,000、Indirect Cost: ¥3,510,000)
• Keywords: 多元 / 計算解剖学 / 手術ナビゲーション / 手術シュミレーション / 国際共同研究 / 医用画像 / 医用イメージング / 手術シミュレーション

Outline of Final Research Achievements

Under the established Steering Committee, four main groups for international activities were formed and the supports for international activities were provided. Based on this, we constructed an international network of international collaboration multidisciplinary computational anatomy, and promoted the training for young researchers and the international co-authorship publication to top journals in international level. In addition, the International Cooperation Committee was held, and major researchers from overseas were joined this committee as committee members. We have promoted international activities in cooperation with the searchers in China, Korea, the United States, the United Kingdom, Canada, Switzerland, and many other overseas facilities.

Academic Significance and Societal Importance of the Research Achievements

多元計算解剖モデルによる医用画像理解は、従来の解剖学、画像診断学、外科学などの基礎・臨床医学の概念において多元化することであり、単なる画像の理解を超えた生命体としての人体の構造と活動の総合的理解につながり、医学の諸分野の発展を加速する。国際活動支援班の整備により多元的かつ膨大な画像情報を扱う研究において、情報学や数理科学、生体医工学などの関連分野の発展を促進し、大きな相乗効果が期待できる。

Research Products

• [Int'l Joint Research] Cleveland Clinic/Harvard Medical School/アメリカ国立衛生研究所（NIH）(米国)
• [Int'l Joint Research] 北京航空航天大学/東北大学/広西大学(中国)
• [Int'l Joint Research] シンガポール国立大学(シンガポール)
• [Int'l Joint Research] ベルン大学(スイス)
• [Int'l Joint Research] the University of Auckland/the University of Otago(ニュージーランド)
• [Int'l Joint Research]
• [Int'l Joint Research] The University of Auckland/The University of Otago(ニュージーランド)
• [Int'l Joint Research] Children's national health system/ハーバード大学/イリノイ工科大学(米国)
• [Int'l Joint Research] Ajou大学(韓国)
• [Int'l Joint Research] テヘラン大学(イラン)
• [Int'l Joint Research] ベルン大学(スイス)
• [Int'l Joint Research]
• [Int'l Joint Research] Harvard Medical School/University of South Carolina(米国)
• [Int'l Joint Research] ウェスタンオンタリオ大学(カナダ)
• [Int'l Joint Research] ベルン大学(スイス)
• [Int'l Joint Research] 東北大学/広西大学(中国)
• [Int'l Joint Research] 東北大学/広西大学(中国)
• [Int'l Joint Research] 西オンタリオ大学(カナダ)
• [Journal Article] Validation study of the CT-based cross-sectional evaluation of muscular atrophy and fatty degeneration around the pelvis and the femur (2020)
  • Author(s): Ogawa Takeshi、Takao Masaki、Otake Yoshito、Yokota Futoshi、Hamada Hidetoshi、Sakai Takashi、Sato Yoshinobu、Sugano Nobuhiko
  • Journal Title: J Orthop Sci Volume: - Pages: 139-144
  • DOI: 10.1016/j.jos.2019.02.004
  • Peer Reviewed
• [Journal Article] ＜講座＞ 拡散MRI（1） 概要および信号値モデル (2019)
  • Author(s): 増谷佳孝
  • Journal Title: Medical Imaging Technology  Volume: 37(2) Pages: 116-120
• [Journal Article] Recovery of 3D rib motion from dynamic chest radiography and CT data using local contrast normalization and articular motion model (2019)
  • Author(s): Yuta Hiasa, Yoshito Otake, Rie Tanaka, Shigeru Sanada, Yoshinobu, Sato. Recovery of 3D rib motion from dynamic chest radiography and CT data using local contrast normalization and articular motion model
  • Journal Title: Medical image analysis Volume: 51 Pages: 144-156
  • DOI: 10.1016/j.media.2018.10.002
  • Peer Reviewed / Open Access
• [Journal Article] A cross-sectional study on the age-related cortical and trabecular bone changes at the femoral head in elderly female hip fracture patients (2019)
  • Author(s): Whitmarsh Tristan、Otake Yoshito、Uemura Keisuke、Takao Masaki、Sugano Nobuhiko、Sato Yoshinobu
  • Journal Title: Scientific reports Volume: 9 Pages: 305-305
  • DOI: 10.1038/s41598-018-36299-y
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Influenza B associated paediatric acute respiratory infection hospitalization in central vietnam (2019)
  • Author(s): Yoshihara K, Le MN, Toizumi M, Nguyen HA, Vo HM, Odagiri T, Fujisaki S, Ariyoshi K, Moriuchi H, Hashizume M, Dang DA, Yoshida LM
  • Journal Title: Influenza and Other Respiratory Viruses Volume: - Pages: 248-261
  • DOI: 10.1111/irv.12626
  • NAID: 120006987727
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Objective assessment of robotic suturing skills with a new computerized system: A step forward in the training of robotic surgeons (2019)
  • Author(s): Busch C, Nakadate R, Uemura M, Obata S, Jimbo T, Hashizume M
  • Journal Title: Asian Journal of Endoscopic Surgery Volume: - Pages: 388-395
  • DOI: 10.1111/ases.12672
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Colorectal endoscopic submucosal dissection using novel articulating devices: a comparative study in a live porcine model (2019)
  • Author(s): Okamoto Y, Nakadate R, Nakamura S, Arata J, Oguri S, Moriyama T, Esaki M, Iwasa T, Ohuchida K, Akahoshi T, Ikeda T, Kitazono T, Hashizume M
  • Journal Title: Surgical Endoscopy Volume: 33(2) Pages: 651-657
  • DOI: 10.1007/s00464-018-6408-5
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Adipose tissue-derived stromal cells are sources of cancer-associated fibroblasts and enhance tumor progression by dense collagen matrix (2019)
  • Author(s): Okumura T, Ohuchida K, Kibe S, Iwamoto C, Ando Y, Takesue S, Nakayama H, Abe T, Endo S, Koikawa K, Sada M, Horioka K, Mochidome N, Arita M, Moriyama T, Nakata K, Miyasaka Y, Ohtsuka T, Mizumoto K, Oda Y, Hashizume M, Nakamura M
  • Journal Title: International Journal of Cancer Volume: 144 Pages: 1401-1403
  • DOI: 10.1002/ijc.31775
  • Peer Reviewed / Open Access
• [Journal Article] Pulmonary blood vessels extraction from dual-energy CT images using a synchrotron radiation micro-CT (2019)
  • Author(s): K. Saito, S. Ohnishi, S. Fuketa, Y. Kawata, N. Niki, K. Umetani, H. Sakai, Y. Nakano, T. Okamoto, H. Itoh
  • Journal Title: Proc. SPIE 10953, SPIE Medical Imaging 2019 Volume: -
  • DOI: 10.1117/12.2512369
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Deep radiomic precision CT imaging for prognostic biomarkers for interstitial lung diseases (2019)
  • Author(s): T. Uemura, M. Matsuhiro, C. Watari, J. N?ppi, R. Nasirudin, T. Hironaka, Y. Kawata, N. Niki, H. Yoshida
  • Journal Title: Proc. SPIE 10953, SPIE Medical Imaging 2019 Volume: -
  • DOI: 10.1117/12.2512058
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Development and preliminary evaluation of an autonomous surgical system for oral and maxillofacial surgery (2019)
  • Author(s): Qingchuan Ma, Etsuko Kobayashi, Junchen Wang, Kazuaki Hara, Hideyuki Suenaga, Ichiro Sakuma, Ken Masamune
  • Journal Title: The International Journal of Medical Robotics and Computer Assisted Surgery Volume: -
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Automatic anatomy partitioning of the torso region on CT images by using a deep convolutional network with majority voting (2019)
  • Author(s): X.Zhou, T.Kojima, S.Wang, X.Zhou, T.Hara, T.Nozaki, M.Matsusako, and H.Fujita
  • Journal Title: Proc. SPIE, Medical Imaging 2019: Computer-Aided Diagnosis Volume: 10950
  • DOI: 10.1117/12.2512651
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration (2019)
  • Author(s): H.Yu, X.Zhou, H.Jiang, H.Kang, Z.Wang, T.Hara, and H.Fujita
  • Journal Title: Proc. SPIE, Medical Imaging 2019: Computer-Aided Diagnosis Volume: 10953
  • DOI: 10.1117/12.2512698
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling (2019)
  • Author(s): Koyo Nakayama, Atsushi Saito, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: -
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively (2019)
  • Author(s): Tao Chen, Zhenyuan Ning, Lili Xu, Xingyu Feng, Shuai Han, Holger R. Roth, Wei Xiong, Xixi Zhao, Yanfeng Hu, Hao Liu, Jiang Yu, Yu Zhang, Yong Li, Yikai Xu, Kensaku Mori, Guoxin Li
  • Journal Title: European radiology Volume: 29 Pages: 1074-1082
  • DOI: 10.1007/s00330-018-5629-2
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Wavelength Dependence of Ultrahigh-Resolution Optical Coherence Tomography Using Supercontinuum for Biomedical Imaging (2019)
  • Author(s): Norihiko Nishizawa, Hiroyuki Kawagoe, Masahito Yamanaka, Miyoko atsushima, Kensaku Mori, Tsutomu Kawabe
  • Journal Title: IEEE Journal of Selected Topics in Quantum Electronics Volume: 25 Pages: 1-15
  • DOI: 10.1109/jstqe.2018.2854595
  • Peer Reviewed / Open Access
• [Journal Article] Artificial intelligence and upper gastrointestinal endoscopy: Current status and future perspective. (2019)
  • Author(s): Mori Y, Kudo SE, Mohmed HEN, Misawa M, Ogata N, Itoh H, Oda M, Mori K
  • Journal Title: Dig Endosc Volume: epub ahead of print Pages: 378-388
  • DOI: 10.1111/den.13317
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience. (2019)
  • Author(s): Misawa M, Kudo SE, Mori Y, Cho T, Kataoka S, Yamauchi A, Ogawa Y, Maeda Y, Takeda K, Ichimasa K, Nakamura H, Yagawa Y, Toyoshima N, Ogata N, Kudo T, Hisayuki T, Hayashi T, Wakamura K, Baba T, Ishida F, Itoh H, Roth H, Oda M, Mori K.
  • Journal Title: Gastroenterology Volume: epub ahead of print Pages: 2027-2029
  • DOI: 10.1053/j.gastro.2018.04.003
  • Peer Reviewed / Open Access
• [Journal Article] 拡散MRIの発展と近年の動向 (2018)
  • Author(s): 増谷佳孝
  • Journal Title: 画像電子学会誌 Volume: 47(2) Pages: 177-180
  • NAID: 130007858080
• [Journal Article] Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method. (2018)
  • Author(s): Yokota F, Otake Y, Takao M, Ogawa T, Okada T, Sugano N, Sato Y.
  • Journal Title: International journal of computer assisted radiology and surgery Volume: :1-0. Pages: 977-986
  • DOI: 10.1007/s11548-018-1758-y
  • Peer Reviewed
• [Journal Article] Dynamic Block Matching to assess the longitudinal component of the dense motion field of the carotid artery wall in B‐mode ultrasound sequences ? Association with coronary artery disease (2018)
  • Author(s): Zahnd Guillaume、Saito Kozue、Nagatsuka Kazuyuki、Otake Yoshito、Sato Yoshinobu
  • Journal Title: Medical Physics Volume: 45 Pages: 5041-5053
  • DOI: 10.1002/mp.13186
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] The distribution of bone mineral density in the femoral heads of unstable intertrochanteric fractures (2018)
  • Author(s): Uemura Keisuke、Takao Masaki、Otake Yoshito、Hamada Hidetoshi、Sakai Takashi、Sato Yoshinobu、Sugano Nobuhiko
  • Journal Title: Journal of Orthopaedic Surgery Volume: 26 Pages: 1-7
  • DOI: 10.1177/2309499018778325
  • Peer Reviewed / Open Access
• [Journal Article] Novel application of three-dimensional shear wave elastography in the detection of clinically significant prostate cancer (2018)
  • Author(s): Shoji Sunao、Hashimoto Akio、Nakamura Tomoya、Hiraiwa Shinichiro、Sato Haruhiro、Sato Yoshinobu、Tajiri Takuma、Miyajima Akira
  • Journal Title: Biomedical Reports Volume: 8(4) Pages: 373-377
  • DOI: 10.3892/br.2018.1059
  • Peer Reviewed / Open Access
• [Journal Article] Evaluation of real-time surveillance of influenza incidence in Kawasaki City by comparison using the National Epidemiological Surveillance of Infectious Diseases (2018)
  • Author(s): Nakamura T, Maruyama A, Misaki T, Okabe N, Shinmei K, Hashizume M, Murakami Y, Nishiwaki Y
  • Journal Title: JAPANESE JOURNAL OF PUBLIC HEALTH Volume: 65(11) Issue: 11 Pages: 666-676
  • DOI: 10.11236/jph.65.11_666
  • NAID: 130007534937
  • ISSN: 0546-1766, 2187-8986
  • Peer Reviewed / Open Access
• [Journal Article] Viral Acute Respiratory Illnesses in Young Infants Increase the Risk of Respiratory Readmission (2018)
  • Author(s): Toizumi M, Suzuki M, Nguyen HAT, Le MN, Ariyoshi K, Moriuchi H, Hashizume M, Dang DA, Yoshida LM
  • Journal Title: Pediatr Infect Dis J. Volume: 37(12) Pages: 1217-1222
  • DOI: 10.1097/inf.0000000000001998
  • NAID: 120006987900
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Temperature-related mortality impacts under and beyond Paris Agreement climate change scenarios (2018)
  • Author(s): Vicedo-Cabrera AM, Guo Y, Sera F, Huber V, Schleussner CF, Mitchell D, Tong S, de Sousa Zanotti Stagliorio Coelho M, Saldiva PHN, Lavigne E, Correa PM, Ortega NV, Kan H, Osorio S, Kysel? J, Urban A, Jaakkola JJK, Ryti NRI, Pascal M, Goodman PG, Zeka A, Michelozzi P, Scortichini M, Hashizume M, et all
  • Journal Title: Climatic Change Volume: 150(3-4) Pages: 391-402
  • DOI: 10.1007/s10584-018-2274-3
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Seasonality of respiratory viruses causing hospitalizations for acute respiratory infections in children in Nha Trang, Vietnam (2018)
  • Author(s): Althouse BM, Flasche S, Minh LN, Thiem VD, Hashizume M, Ariyoshi K, Anh DD, Rodgers GL, Klugman KP, Hu H, Yoshida LM
  • Journal Title: International Journal of Infectious Diseases Volume: 75 Pages: 18-25
  • DOI: 10.1016/j.ijid.2018.08.001
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] A case of pheochromocytoma with a marked decrease in catecholamine levels after rupture in which a good outcome was achieved by elective surgery (2018)
  • Author(s): Murai N, Azami T, Iida T, Mikura K, Imai H, Kaji M, Hashizume M, Kigawa Y, Koizumi G, Tadokoro R, Endo K, Iizaka T, Saiki R, Otsuka F, Norose T, Yamagishi M, Kurokawa I, Oike N, Sasaki H, Nagasaka S
  • Journal Title: Endocr J Volume: 65(11) Issue: 11 Pages: 1093-1099
  • DOI: 10.1507/endocrj.ej18-0071 10.1507/endocrj.EJ18-0071
  • NAID: 130007537280
  • ISSN: 0918-8959, 1348-4540
  • Peer Reviewed
• [Journal Article] Quantifying excess deaths related to heatwaves under climate change scenarios: A multicountry time series modelling study (2018)
  • Author(s): Guo Y, Gasparrini A, Li S, Sera F, Vicedo-Cabrera AM, de Sousa Zanotti Stagliorio Coelho M, Saldiva PHN, Lavigne E, Tawatsupa B, Punnasiri K, Overcenco A, Correa PM, Ortega NV, Kan H, Osorio S, Jaakkola JJK, Ryti NRI, Goodman PG, Zeka A, Michelozzi P, Scortichini M, Hashizume M, et all
  • Journal Title: PLOS Medicine Volume: 15(7)
  • DOI: 10.1371/journal.pmed.1002629
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Visualizing Energy Charge in Breast Carcinoma Tissues by MALDI Mass-spectrometry Imaging Profiles of Low-molecular-weight Metabolites (2018)
  • Author(s): TORATA NOBUHIRO、KUBO MAKOTO、MIURA DAISUKE、OHUCHIDA KENOKI、MIZUUCHI YUSUKE、FUJIMURA YOSHINORI、HAYAKAWA EISUKE、KAI MASAYA、ODA YOSHINAO、MIZUMOTO KAZUHIRO、HASHIZUME MAKOTO、NAKAMURA MASAFUMI
  • Journal Title: Anticancer Res. Volume: 38 Pages: 4267-4272
  • DOI: 10.21873/anticanres.12723
  • Peer Reviewed
• [Journal Article] The influence of aging on the methylation status of brain-derived neurotrophic factor gene in blood (2018)
  • Author(s): Ihara K, Fuchikami M, Hashizume M, Okada S, Kawai H, Obuchi S, Hirano H, Fujiwara Y, Hachisu M, Hongyong K, Morinobu S
  • Journal Title: International Journal of Geriatric Psychiatry Volume: 33(10) Pages: 1312-1318
  • DOI: 10.1002/gps.4927
  • Peer Reviewed
• [Journal Article] Discriminating phenotypic signatures identified for tocilizumab, adalimumab, and tofacitinib monotherapy and their combinations with methotrexate (2018)
  • Author(s): O'Mahony A, John MR, Cho H, Hashizume M, Choy EH
  • Journal Title: Journal of Translational Medicine Volume: 16(1) Pages: 156-156
  • DOI: 10.1186/s12967-018-1532-5
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Noninvasive Fingerprinting-Based Tracking of Replicative Cellular Senescence Using a Colorimetric Polyion Complex Array (2018)
  • Author(s): Tomita S, Nomoto H, Yoshitomi T, Iijima K, Hashizume M, Yoshimoto K
  • Journal Title: Anal Chem. Volume: 90(11) Pages: 6348-6352
  • DOI: 10.1021/acs.analchem.8b00795
  • NAID: 120006531198
  • Peer Reviewed
• [Journal Article] Changing Susceptibility to Non-Optimum Temperatures in Japan, 1972-2012: The Role of Climate, Demographic, and Socioeconomic Factors (2018)
  • Author(s): Chung Y, Yang D, Gasparrini A, Vicedo-Cabrera AM, Fook Sheng Ng C, Kim Y, Honda Y, Hashizume M
  • Journal Title: Environmental Health Perspectives Volume: 126(5) Pages: 057002-057002
  • DOI: 10.1289/ehp2546
  • NAID: 120006988069
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Feasibility of an AI-Based Measure of the Hand Motions of Expert and Novice Surgeons (2018)
  • Author(s): Uemura M, Tomikawa M, Miao T, Souzaki R, Ieiri S, Akahoshi T, Alan KL, Hashizume M
  • Journal Title: Computational and Mathematical Methods in Medicine Volume: 2018 Pages: 1-6
  • DOI: 10.1155/2018/9873273
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] A new robotic-assisted flexible endoscope with single-hand control: endoscopic submucosal dissection in the ex vivo porcine stomach (2018)
  • Author(s): Iwasa T, Nakadate R, Onogi S, Okamoto Y, Arata J, Oguri S, Ogino H, Ihara E, Ohuchida K, Akahoshi T, Ikeda T, Ogawa Y, Hashizume M
  • Journal Title: Surgical Endoscopy Volume: 32(7) Pages: 3386-3392
  • DOI: 10.1007/s00464-018-6188-y
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] The non-linear and lagged short-term relationship between rainfall and leptospirosis and the intermediate role of floods in the Philippines (2018)
  • Author(s): Matsushita N, Ng CFS, Kim Y, Suzuki M, Saito N, Ariyoshi K, Salva EP, Dimaano EM, Villarama JB, Go WS, Hashizume M
  • Journal Title: PLOS Neglected Tropical Diseases Volume: 12(4)
  • DOI: 10.1371/journal.pntd.0006331
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Basement membrane destruction by pancreatic stellate cells leads to local invasion in pancreatic ductal adenocarcinoma (2018)
  • Author(s): Koikawa K、Ohuchida K、Ando Y、Kibe S、Nakayama H、Takesue S、Endo S、Abe T、Okumura T、Iwamoto C、Moriyama T、Nakata K、Miyasaka Y、Ohtsuka T、Nagai E、Mizumoto K、Hashizume M、Nakamura M
  • Journal Title: Cancer Lett. Volume: 425 Pages: 65-77
  • DOI: 10.1016/j.canlet.2018.03.031
  • Peer Reviewed / Open Access
• [Journal Article] Postmortem interval estimation using the animal model of postmortem gas volume changes. (2018)
  • Author(s): Iwamoto C, Ohuchida K, Okumura M, Usumoto Y, Kishimoto J, Murata M, Ikeda N, Hashizume M.
  • Journal Title: Leg Med (Tokyo) Volume: - Pages: 66-70
  • DOI: 10.1016/j.legalmed.2017.12.010
  • Peer Reviewed / Open Access
• [Journal Article] Air Pollution and Suicide in 10 Cities in Northeast Asia:A Time-Stratified Case-Crossover Analysis (2018)
  • Author(s): Kim Y, Ng CFS, Chung Y, Kim H, Honda Y, Guo YL, Lim Y-H, Chen B-Y, Page LA, Hashizume M
  • Journal Title: Environ Health Perspect Volume: 126 Pages: 037002-037002
  • DOI: 10.1289/ehp2223
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Laparoscopic Ultrasound Manipulator With aSpring-Based Elastic Mechanism. (2018)
  • Author(s): Arata J, Fukami K, Oguri S, Onogi S, Ikeda T, Nakadate R, Sakaguchi M, Akahoshi T, Harada K, Mitsuishi M, Hashizume M
  • Journal Title: Int J Comput Assist Radiol Surg Volume: - Pages: 1063-1072
  • DOI: 10.1007/s11548-018-1709-7
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate (2018)
  • Author(s): Vicedo-Cabrera AM, Sera F, Guo Y, Chung Y, Arbuthnott K, Tong S, Tobias A, Lavigne E, de Sousa Zanotti Stagliorio Coelho M, Hilario Nascimento Saldiva P, Goodman PG, Zeka A, Hashizume M, Honda Y, Kim H, Ragettli MS, R??sli M, Zanobetti A, Schwartz J, Armstrong B, Gasparrini A
  • Journal Title: Environment International Volume: 111 Pages: 239-246
  • DOI: 10.1016/j.envint.2017.11.006
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Utilization of proteins and peptides to create organic-hydroxyapatite hybrids (2018)
  • Author(s): Kazutoshi Iijima, Mineo Hashizume
  • Journal Title: Protein Pept Lett Volume: 25 Pages: 25-33
  • DOI: 10.2174/0929866525666171221115033
  • Peer Reviewed / Open Access
• [Journal Article] Relationships between serum brain-derived neurotrophic factor concentration and parameters for health scores in community-dwelling older adults (2018)
  • Author(s): Hachisu M, Hashizume M, Kawai H, Hirano H, Kojima M, Fujiwara Y, Obuchi S, Ihara K
  • Journal Title: Geriatrics & Gerontology International Volume: 18(3) Pages: 456-461
  • DOI: 10.1111/ggi.13210
  • Peer Reviewed
• [Journal Article] Ultrasensitive MRI detection of spontaneous pancreatic tumors with nanocage-based targeted contrast agent. (2018)
  • Author(s): Kawano T, Murata M, Kang JH, Piao JS, Narahara S, Hyodo F, Hamano N, Guo J, Oguri S, Ohuchida K, Hashizume M
  • Journal Title: Biomaterials Volume: 152 Pages: 37-46
  • DOI: 10.1016/j.biomaterials.2017.10.029
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Associations between mortality and prolonged exposure to elevated particulate matter concentrations in East Asia (2018)
  • Author(s): Kim SE, Bell ML, Hashizume M, Honda Y, Kan H, Kim H
  • Journal Title: Environment International Volume: 110 Pages: 88-94
  • DOI: 10.1016/j.envint.2017.10.010
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Mortality burden of diurnal temperature range and its temporal changes: A multi-country study (2018)
  • Author(s): Lee W, Bell ML, Gasparrini A, Armstrong BG, Sera F, Hwang S, Lavigne E, Zanobetti A, Coelho MSZS, Saldiva PHN, Osorio S, Tobias A, Zeka A, Goodman PG, Forsberg B, Rockl?v J, Hashizume M, Honda Y, Guo YL, Seposo X, Van Dung D, Dang TN, Tong S, Guo Y, Kim H
  • Journal Title: Environment International Volume: 110 Pages: 123-130
  • DOI: 10.1016/j.envint.2017.10.018
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Pancreatic stellate cells reorganize matrix components and lead pancreatic cancer invasion via the function of Endo180 (2018)
  • Author(s): Koikawa K, Ohuchida K, Takesue S, Ando Y, Kibe S, Nakayama H, Endo S, Abe T, Okumura T, Horioka K, Sada M, Iwamoto C, Moriyama T, Nakata K, Miyasaka Y, Ohuchida R, Manabe T, Ohtsuka T, Nagai E, Mizumoto K, Hashizume M, Nakamura M.
  • Journal Title: Cancer Lett Volume: 412 Pages: 143-154
  • DOI: 10.1016/j.canlet.2017.10.010
  • Peer Reviewed / Open Access
• [Journal Article] A novel histological examination with dynamic three-dimensional reconstruction from multiple immunohistochemically stained sections of a PD-L1-positive colon cancer (2018)
  • Author(s): Korehisa Shotaro、Ikeda Tetsuo、Okano Shinji、Saeki Hiroshi、Oki Eiji、Oda Yoshinao、Hashizume Makoto、Maehara Yoshihiko
  • Journal Title: Histopathology Volume: 72 Pages: 697-703
  • DOI: 10.1111/his.13400
  • Peer Reviewed
• [Journal Article] Analysis of lipid raft molecules in the living brain slices (2018)
  • Author(s): Kotani N, Nakano T, Ida Y, Ito R, Hashizume M, Yamaguchi A, Seo M, Araki T, Hojo Y, Honke K, Murakoshi T
  • Journal Title: Neurochemistry International Volume: 119 Pages: 140-150
  • DOI: 10.1016/j.neuint.2017.08.012
  • Peer Reviewed
• [Journal Article] Alcohol flushing is independently associated with lesser degree of carotid atherosclerosis in Japanese type 2 diabetic patients (2018)
  • Author(s): Murai Norimitsu、Saiki Ryo、Hashizume Mai、Kigawa Yasuyoshi、Koizumi Go、Tadokoro Rie、Endo Kei、Iizaka Toru、Otsuka Fumiko、Izumizaki Masahiko、Nagasaka Shoichiro
  • Journal Title: Diabetology International Volume: -
  • DOI: 10.1007/s13340-017-0332-0
  • Peer Reviewed
• [Journal Article] 内視鏡外科の進歩】 内視鏡外科の未来像 AIと多元計算解剖学(解説/特集) (2018)
  • Author(s): 橋爪 誠
  • Journal Title: 消化器外科 Volume: 41(13) Pages: 1865-1872
  • Peer Reviewed
• [Journal Article] 出血性直腸静脈瘤の１例. (2018)
  • Author(s): 富川盛雅、遠藤和也、赤星朋比古、橋爪 誠
  • Journal Title: 手術 Volume: 71(11) Pages: 1575-1579
  • Peer Reviewed
• [Journal Article] 総論 多元計算解剖学の確立と応用 (2018)
  • Author(s): 橋爪 誠
  • Journal Title: 細胞 Volume: 50（1） Pages: 2-4
  • Peer Reviewed
• [Journal Article] 消化器癌に対するロボット手術―現状と今後の展望― (2018)
  • Author(s): 大内田研宙、橋爪 誠
  • Journal Title: 消化器外科 Volume: 41 Pages: 1-7
  • Peer Reviewed
• [Journal Article] Deep Learning Electronic Cleansing for Single- and Dual-Energy CT Colonography (2018)
  • Author(s): Rie Tachibana, Janne J. Nappi, Junko Ota, Nadja Kohlhase, Toru Hironaka, Se Hyung Kim, Daniele Regge, Hiroyuki Yoshida
  • Journal Title: RadioGraphics Volume: 38 Pages: 2034-2050
  • DOI: 10.1148/rg.2018170173
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Accurate vessel segmentation in ultrasound images using alocal-phase-based snake (2018)
  • Author(s): Lei Ma, Hidemichi Kiyomatsu, Keiichi Nakagawa, Junchen Wang, Etsuko Kobayashi, Ichiro Sakuma
  • Journal Title: Biomedical Signal Processing and Control Volume: 43
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications (2018)
  • Author(s): N.Kamiya, J.Li, M.Kume, H.Fujita, D.Shen, and G.Zheng
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 13 Pages: 1697-1706
  • Peer Reviewed
• [Journal Article] Bleeding Classification of Enhanced Wireless Capsule Endoscopy Images using Deep Convolutional Neural Network (2018)
  • Author(s): Rosdiana Shahril, Atsushi Saito, Akinobu Shimizu, Sabariah Baharun
  • Journal Title: JOURNAL OF INFORMATION SCIENCE AND ENGINEERING Volume: -
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Development of Colonoscope Tracking Method using Recurrent Neural Network for Colonoscopic Examination Navigation (2018)
  • Author(s): 小田昌宏, Holger R. Roth, 北坂孝幸, 古川和宏, 宮原良二, 廣岡芳樹, Nassir Navab, 森健策
  • Journal Title: TVRSJ Volume: 23 Issue: 4 Pages: 249-252
  • DOI: 10.18974/tvrsj.23.4_249
  • NAID: 130007599217
  • ISSN: 1344-011X, 2423-9593
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] An application of cascaded 3D fully convolutional networks for medical image segmentation (2018)
  • Author(s): Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
  • Journal Title: Computerized Medical Imaging and Graphics Volume: 66 Pages: 90-99
  • DOI: 10.1016/j.compmedimag.2018.03.001
  • NAID: 120006522658
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Advanced Endoscopic Navigation: Surgical Big Data, Methodology, and Applications (2018)
  • Author(s): Xiongbao Luo, Kensaku Mori, Terry Peters
  • Journal Title: Annual review of biomedical engineering Volume: 20 Pages: 221-251
  • DOI: 10.1146/annurev-bioeng-062117-120917
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Application of three-dimensional print in minor hepatectomy following liver partition between anterior and posterior sectors (2018)
  • Author(s): Tsuyoshi Igami, Yoshihiko Nakamura, Masahiro Oda, Hiroshi Tanaka, Motoi Nojiri, Tomoki Ebata, Yukihiro Yokoyama, Gen Sugawara, Takashi Mizuno, Junpei Yamaguchi, Kensaku Mori, Masato Nagino
  • Journal Title: ANZ Journal of Surgery Volume: 88 Pages: 882-885
  • DOI: 10.1111/ans.14331
  • Peer Reviewed
• [Journal Article] Real-Time Use of Artificial Intelligence in Identification of Diminutive Polyps During Colonoscopy: A Prospective Study (2018)
  • Author(s): Mori Y, Kudo SE, Misawa M, Saito Y, Ikematsu H, Hotta K, Ohtsuka K, Urushibara F, Kataoka S, Ogawa Y, Maeda Y, Takeda K, Nakamura H, Ichimasa K, Kudo T, Hayashi T, Wakamura K, Ishida F, Inoue H, Itoh H, Oda M, Mori K
  • Journal Title: Annals of Internal Medicine Volume: 169 Pages: 357-357
  • DOI: 10.7326/m18-0249
  • Peer Reviewed / Open Access
• [Journal Article] DRINet for Medical Image Segmentation (2018)
  • Author(s): Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert?
  • Journal Title: IEEE Transaction on Medical Imaging Volume: 37 Pages: 2453-2462
  • DOI: 10.1109/tmi.2018.2835303
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Potential of “artificial intelligence”-assisted colonoscopy using an endocytoscope (with video) (2018)
  • Author(s): Yuichi Mori, Shin-ei Kudo, Kensaku Mori
  • Journal Title: Digestive Endoscopy Volume: 30 Pages: 52-53
  • DOI: 10.1111/den.13005
  • Peer Reviewed / Open Access
• [Journal Article] 3Dプリンタの最新動向 (2018)
  • Author(s): 森 健策
  • Journal Title: インナービジョン Volume: 33 Pages: 35-36
• [Journal Article] 術前術中後診断治療支援 (2018)
  • Author(s): 森 健策
  • Journal Title: 細胞 Volume: 50 Pages: 14-18
• [Journal Article] Unsupervised pathology image segmantaion using representation learning with spherical k-means (2018)
  • Author(s): Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
  • Journal Title: Medical Imaging Volume: 10581 Pages: 1-7
  • DOI: 10.1117/12.2292172
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Unsupervised segmentation of 3D medical images based on clustering and deep representation learning (2018)
  • Author(s): Moriya Takayasu、Roth Holger R.、Nakamura Shota、Oda Hirohisa、Nagara Kai、Oda Masahiro、Mori Kensaku
  • Journal Title: Medical Imaging Volume: 10578 Pages: 1-7
  • DOI: 10.1117/12.2293414
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images (2018)
  • Author(s): Hirohisa Oda, Holger Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Homma, Hirotsugu Takabatake, Minami Sanjyo, Masaaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori
  • Journal Title: Medical Imaging Volume: 10575 Pages: 1-6
  • DOI: 10.1117/12.2287066
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Fine segmentation of tiny blood vessel based on fully-connected conditional random field (2018)
  • Author(s): Chenglong Wang, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori
  • Journal Title: Image Processing Volume: 10574 Pages: 1-7
  • DOI: 10.1117/12.2293486
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional network (2018)
  • Author(s): Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
  • Journal Title: Medical Imaging Volume: 10574 Pages: 1-6
  • DOI: 10.1117/12.2293499
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Relationship of annual change in bone mineral density with extent of emphysematous lesions and pulmonary function in patients with COPD (2018)
  • Author(s): K.Goto, E.Ogawa, K.Shimizu, H.Makita, H.Suzuki, Y.Kawata, N.Niki, M.Nishimura, Y.Nakano
  • Journal Title: International Journal of COPD Volume: 13 Pages: 639-644
  • DOI: 10.2147/copd.s153750
  • NAID: 120006956867
  • Peer Reviewed
• [Journal Article] Influence of ground-glass opacity and the corresponding pathological findings on survival in patients with clinical stage I non-small cell lung cancer (2018)
  • Author(s): K.Aokage, T.Miyoshi, Gshii, M.Kusumoto, S.Nomura, S.Katsumata, K.Sekihara, K.Tane, M.Tsuboi
  • Journal Title: Journal of Thoracic Oncology Volume: 13 Pages: 533-542
  • DOI: 10.1016/j.jtho.2017.11.129
  • Peer Reviewed
• [Journal Article] Radiologic-pathologic correlation of solid portions on thin-section CT images in lung adenocarcinoma: A multicenter study (2018)
  • Author(s): M.Yanagawa, M.Kusumoto, T.Johkoh, M.Noguchi, Y.Minami, F.Sakai, H.Asamura, N.Tomiyama
  • Journal Title: Clin Lung Cancer. Volume: 19
  • DOI: 10.1016/j.cllc.2017.12.005
  • Peer Reviewed
• [Journal Article] Non-invasive assessment of hepatic fibrosis by elastic measurement of liver using magnetic resonance tagging images (2018)
  • Author(s): X.Zhang, X.Zhou, T.Hara, and H.Fujita
  • Journal Title: Applied Sciences Volume: 8 Pages: 437-437
  • DOI: 10.3390/app8030437
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Performance evaluation of 2D and 3D deep learning approaches for automatic segmentation of multiple organs on CT images (2018)
  • Author(s): X. Zhou, K. Yamada, T. Kojima, R. Takayama, S. Wang, X.X. Zhou, T. Hara, and H. Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2018 Comaputer-aided diagnosis. Honorable Mention Poster Award 受賞 Volume: 10575, 105752C
  • DOI: 10.1117/12.2295178
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Automated Estimation of Time Activity Curve for Pulmonary Artery from Axillary Vein on Dynamic Scintigraphy by Using Three-layered Artificial Neural Network (2018)
  • Author(s): 広瀬香澄，原 武史，田中悠貴，村松千左子，片渕哲朗，松迫正樹，藤田広志
  • Journal Title: 電子情報通信学会論文誌D 情報・システム Volume: J101-D Issue: 1 Pages: 40-43
  • DOI: 10.14923/transinfj.2017IGL0002
  • ISSN: 1880-4535, 1881-0225
  • Peer Reviewed / Open Access
• [Journal Article] Similarity estimation for reference image retrieval in mammograms using convolutional neural network (2018)
  • Author(s): Chisako Muramatsu, Shunichi Higuchi, Takako Morita, Mikinao Oiwa, Hiroshi Fujita
  • Journal Title: Proc SPIE Med Imaging 2018: Computer-Aided Diagnosis Volume: 10575
  • DOI: 10.1117/12.2293979
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] An application of deep learning for medical image analysis (2018)
  • Author(s): 庄野 逸, 鈴木 聡志, 木戸 尚治
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 2 Pages: 48-53
  • DOI: 10.11318/mii.34.48
  • NAID: 130006846716
  • ISSN: 0910-1543, 1880-4977
• [Journal Article] Alterations of the optic pathway between unilateral and bilateral optic nerve damage in multiple sclerosis as revealed by the combined use of advanced diffusion kurtosis imaging and visual evoked potentials. (2017)
  • Author(s): Takemura, M.Y., Hori, M., Yokoyama, K., Hamasaki, N., Suzuki, M., Kamagata, K., Kamiya, K., Suzuki, Y., Kyogoku, S., Masutani, Y., Hattori, N. & Aoki, S.
  • Journal Title: Magn Reson Img. Volume: 未定 Pages: 24-30
  • DOI: 10.1016/j.mri.2016.04.011
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Evaluation of glymphatic system activity with the diffusion MR technique: diffusion tensor image analysis along the perivascular space (DTI-ALPS) in Alzheimer’s disease cases. (2017)
  • Author(s): Taoka T, Masutani Y, Kawai H, Nakane T, Matsuoka K, Yasuno F, Kishimoto T, Naganawa S.
  • Journal Title: Japanese Journal of Radiology Volume: 35 Issue: 4 Pages: 172-178
  • DOI: 10.1007/s11604-017-0617-z
  • NAID: 120006323685
  • ISSN: 1867-1071, 1867-108X
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching (2017)
  • Author(s): Abdolali F, Zoroofi RA, Abdolali M, Yokota F, Otake Y, Sato Y
  • Journal Title: International journal of computer assisted radiology and surgery. Volume: 12 Pages: 581-593
  • DOI: 10.1007/s11548-016-1484-2
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis (2017)
  • Author(s): Hirohisa Oda, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Homma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori
  • Journal Title: Journal of Medical Imaging Volume: 4 Pages: 044502-044502
  • DOI: 10.1117/1.jmi.4.4.044502
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Multi-atlas pancreas segmentation: Atlas selection based on vessel structure (2017)
  • Author(s): Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori
  • Journal Title: Medical Image Analysis Volume: 印刷中 Pages: 18-28
  • DOI: 10.1016/j.media.2017.03.006
  • NAID: 120006343679
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Automatic anatomical labeling of arteries and veins using conditional random fields (2017)
  • Author(s): Takayuki Kitasaka, Mitsuru Kagajo, Yukitaka Nimura, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 印刷中 Pages: 1041-1048
  • DOI: 10.1007/s11548-017-1549-x
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] TBS: Tensor-Based Supervoxels for Unfolding the Heart, (2017)
  • Author(s): Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Julia A. Schnabel, Kensaku Mori
  • Journal Title: LNCS Volume: 10433 Pages: 681-689
  • DOI: 10.1007/978-3-319-66182-7_78
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network (2017)
  • Author(s): Qier Meng, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Junji Ueno, Kensaku Mori
  • Journal Title: LNCS Volume: 10434 Pages: 198-207
  • DOI: 10.1007/978-3-319-66185-8_23
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Micro-CT Guided 3D Reconstruction of Histological images (2017)
  • Author(s): Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda, Kensaku Mori
  • Journal Title: LNCS Volume: 10530 Pages: 93-101
  • DOI: 10.1007/978-3-319-67434-6_11
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation (2017)
  • Author(s): Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Ken’ichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
  • Journal Title: LNCS Volume: 10553 Pages: 222-230
  • DOI: 10.1007/978-3-319-67558-9_26
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] 3Dプリンタ-の基礎と医療応用 (2017)
  • Author(s): 森 健策
  • Journal Title: 月刊心臓 Volume: 49 Pages: 1104-1113
  • NAID: 130007580132
• [Journal Article] 3D Printing for Medical Application (2017)
  • Author(s): 森 健策
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 1 Pages: 1-6
  • DOI: 10.11318/mii.34.1
  • NAID: 130005549326
  • ISSN: 0910-1543, 1880-4977
• [Journal Article] Accurate estimation of functional liver volume using Gd-EOB-DTPA MRI compared to MDCT/99mTc-SPECT fusion imaging (2017)
  • Author(s): Y.Morine, C.Enkhbold, S.Imura, T.Ikemoto, S.Iwahashi, Y.U.Saito, S.Yamada, T.Utsunomiya, M.Shimada,
  • Journal Title: Anticancer Res. Volume: 37 Pages: 5693-5700
  • Peer Reviewed
• [Journal Article] Immunohistochemical and genetic characteristics of lung cancer mimicking organizing pneumonia (2017)
  • Author(s): T.Ichikawa, K.Saruwatari, S.Mimaki, M.Sugano, K.Aokage, M.Kojima, T.Hishida, S.Fujii, J.Yoshida, T.Kuwata, A.Ochiai, K.Suzuki, M.Tsuboi, K.Goto, K.Tsuchihara, G.Ishii,
  • Journal Title: Lung Cancer Volume: 113 Pages: 134-139
  • DOI: 10.1016/j.lungcan.2017.10.001
  • Peer Reviewed
• [Journal Article] Clinical and pathological staging validation in the eighth edition of the TNM classification for lung cancer: Correlation between solid size on thin-section computed tomography and invasive size in pathological findings in the new T classification (2017)
  • Author(s): K.Aokage, T.Miyoshi, G.Ishii, M.Kusumoto, S.Nomura, S.Katsumata, K.Sekihara, T.Hishida, M.Tsuboi
  • Journal Title: J Thorac Oncol. Volume: 12 Pages: 1403-1412
  • Peer Reviewed
• [Journal Article] Novel CLCN7 compound heterozygous mutations in intermediate autosomal recessive osteopetrosis (2017)
  • Author(s): N. Okamoto, T. Kohmoto, T. Naruto, K. Masuda, T. Komori, I. Imoto
  • Journal Title: Human Genome Variation Volume: 4 Pages: 17036-17036
  • DOI: 10.1038/hgv.2017.36
  • NAID: 120006955878
  • Peer Reviewed / Open Access
• [Journal Article] KH-type splicing regulatory protein is involved in esophageal squamous cell carcinoma progression (2017)
  • Author(s): Y. Fujita, K. Masuda, J. Hamada, K. Shoda, T. Naruto, S. Hamada, Y. Miyakami, T. Kohmoto, M. Watanabe, R. Takahashi, S. Tange, M. Saito, Y. Kudo, H. Fujiwara, D. Ichikawa, A. Tangoku, E. Otsuji, I. Imoto,
  • Journal Title: Oncotarget Volume: 8 Pages: 101130-101145
  • DOI: 10.18632/oncotarget.20926
  • NAID: 120006374407
  • Peer Reviewed / Open Access
• [Journal Article] Widespread Coronary Dysfunction in the Absence of HDL Receptor SR-B1 in an Ischemic Cardiomyopathy Mouse Model. (2017)
  • Author(s): Pearson JT, Yoshimoto M, Chen YC, Sultani R, Edgley AJ, Nakaoka H, Nishida M, Umetani K, Waddingham MT, Jin HL, Zhang Y, Kelly DJ, Schwenke DO, Inagaki T, Tsuchimochi H, Komuro I, Yamashita S, Shirai M.
  • Journal Title: Sci Rep. Volume: Dec 22;7(1) Pages: 1-13
  • DOI: 10.1038/s41598-017-18485-6
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Deep learning of the sectional appearances of 3D CT images for anatomical structure segmentation based on an FCN voting method (2017)
  • Author(s): X.Zhou, R.Takayama, S.Wang, H.Hara, and H.Fujita
  • Journal Title: Medical Physics Volume: 44 Pages: 5221-5233
  • DOI: 10.1002/mp.12480
  • NAID: 120007017298
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Quantitative Sonographic Assessment of the Quadriceps Femoris Muscle in Healthy Japanese Adults. (2017)
  • Author(s): Tsuneo Watanabe
  • Journal Title: J Ultrasound Med Volume: 36 Pages: 1383-1395
  • DOI: 10.7863/ultra.16.07054
  • Peer Reviewed
• [Journal Article] AIがもたらすCADシステムの変革 (2017)
  • Author(s): 藤田広志
  • Journal Title: INNERVISION Volume: 32 (7) Pages: 10-13
• [Journal Article] Simultaneous Recognition and Segmentation of Multiple Anatomical Structures on CT Images by Using Deep Learning Approach (2017)
  • Author(s): 周 向栄，藤田広志
  • Journal Title: MIT Volume: 35 Issue: 4 Pages: 187-193
  • DOI: 10.11409/mit.35.187
  • NAID: 130006108054
  • ISSN: 0288-450X, 2185-3193
  • Peer Reviewed
• [Journal Article] Simultaneous segmentation of multiple anatomical structures on CT images using deep learning technique (2017)
  • Author(s): 周 向栄，藤田広志
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 2 Pages: 63-65
  • DOI: 10.11318/mii.34.63
  • NAID: 130006846734
  • ISSN: 0910-1543, 1880-4977
  • Peer Reviewed
• [Journal Article] AI（人工知能）の医用画像診断領域への応用の現状と将来 (2017)
  • Author(s): 藤田広志
  • Journal Title: JCR News Volume: 217 Pages: 3-5
• [Journal Article] Normal model construction for statistical image analysis of torso FDG-PET images based on anatomical standardization by CT images from FDG-PET/CT devices (2017)
  • Author(s): K. Takeda, T. Hara, X. Zhou, T. Katafuchi, M. Kato, S. Ito, K. Ishihara, S. Mumita, and H. Fujita
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: - Pages: 777-787
  • DOI: 10.1007/s11548-017-1526-4
  • Peer Reviewed
• [Journal Article] Evaluation of pre-surgical models for uterine surgery by use of three-dimensional printing and mold casting (2017)
  • Author(s): Sayed Ahmad Zikri Sayed Aluwee, Xiangrong Zhou. Hiroki KATO, Hiroshi MAKINO, Chisako MURAMATSU, Takeshi HARA, Masayuki MATSUO, Hiroshi FUJITA
  • Journal Title: Radiological Physics and Technology Volume: - Pages: 279-285
  • DOI: 10.1007/s12194-017-0397-2
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automated classification of lung cancer types from cytological images using deep convolutional neural networks (2017)
  • Author(s): A.Teramoto, T.Tsukamoto, Y.Kiriyama, and H.Fujita
  • Journal Title: BioMed Research International Volume: 2017 Pages: 4067832-4067832
  • DOI: 10.1155/2017/4067832
  • Peer Reviewed
• [Journal Article] ディープラーニングのコンピュータ支援診断（CAD）への応用 (2017)
  • Author(s): 藤田広志，周 向栄，寺本篤司，村松千左子
  • Journal Title: Rad Fan Volume: 15 Pages: 35-39
• [Journal Article] Current Status of Software Development for Measuring Heart-to-mediastinum Ratio in ¹²³I-MIBG Myocardial Scintigrams Using Chest X-ray Images with the Aid of Image Fusion Methods (2017)
  • Author(s): 小保田智彦, 原 武史, 福岡大輔, 三木一孝, 石原匡彦, 多湖博史, 安部美輝, 片渕哲朗, 藤田広志
  • Journal Title: SHINZO KAKU IGAKU Volume: 19 Issue: 1 Pages: 27-32
  • DOI: 10.14951/jsnc.19.1_27
  • NAID: 130006895120
  • ISSN: 1346-2733, 2424-1733
  • Peer Reviewed
• [Journal Article] Preliminary Study on an Automated Extraction of Breast Region and Automated Detection of Breast Tumors and Axillary Metastasis Using PET/CT Images (2017)
  • Author(s): 箕浦菜月，寺本篤司，高橋克彰，山室 修，西尾正美，玉木恒男，藤田広志：
  • Journal Title: MIT Volume: 35 Issue: 3 Pages: 158-166
  • DOI: 10.11409/mit.35.158
  • NAID: 130005680920
  • ISSN: 0288-450X, 2185-3193
  • Peer Reviewed
• [Journal Article] Detection of Unruptured Aneurysms in Brain MRA Images Using Ring Type Gradient Concentration Filter and Texture Analysis (2017)
  • Author(s): 森 健悟，内山良一，原 武史，岩間 亨，藤田広志
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 2 Pages: 75-79
  • DOI: 10.11318/mii.34.75
  • NAID: 130006846730
  • ISSN: 0910-1543, 1880-4977
  • Peer Reviewed
• [Journal Article] Automated segmentation of sternocleidomastoid muscle using atlas-based method in X-ray CT images: Preliminary study (2017)
  • Author(s): 神谷直希，家田皓将，周 向栄，東 華岳，山田 恵，加藤 博基，村松千左子，原 武史，三好利治，犬塚 貴，松尾政之，藤田広志
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 2 Pages: 87-89
  • DOI: 10.11318/mii.34.87
  • NAID: 130006846728
  • ISSN: 0910-1543, 1880-4977
  • Peer Reviewed
• [Journal Article] Retinal biometrics based on iterative closest point algorithm (2017)
  • Author(s): Yuji Hatanaka, Mikiya Tajima, Ryo Kawasaki, Koko Saito, Kazunori Ogohara, Chisako Muramatsu, Wataru Sunayama, and Hiroshi Fujita
  • Journal Title: Proc. of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Volume: - Pages: 373-376
  • DOI: 10.1109/embc.2017.8036840
  • Peer Reviewed
• [Journal Article] Automated independent extraction of major arteries and veins on retinal images (2017)
  • Author(s): 畑中裕司，立木宏和，奥村 進，小郷原一智，村松千左子，藤田広志
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 3 Pages: 136-140
  • DOI: 10.11318/mii.34.136
  • NAID: 130006146260
  • ISSN: 0910-1543, 1880-4977
  • Peer Reviewed
• [Journal Article] Automated blood vessel extraction based on high-order local autocorrelation features on retinal images (2017)
  • Author(s): Yuji Hatanaka, Kazuki Samo, Kazunori Ogohara, Wataru Sunayama, Chisako Muramatsu, Susumu Okumura, Hiroshi Fujita
  • Journal Title: Lecture Notes in Computational Vision and Biomechanics Volume: 27 Pages: 803-808
  • DOI: 10.1007/978-3-319-68195-5_87
  • Peer Reviewed
• [Journal Article] 運動器領域における超音波検査評価法の創出 (2017)
  • Author(s): 渡邊恒夫，寺林伸夫．福岡大輔，藤田広志，松岡敏男，清島 清
  • Journal Title: 臨床病理 Volume: 65 Pages: 1263-1268
• [Journal Article] A new innovative laparoscopic fundoplication training simulator with a surgical skill validation system (2017)
  • Author(s): Takahiro Jimbo, Satoshi Ieiri, Satoshi Obata, Munenori Uemura, Ryota Souzaki, Noriyuki Matuoka, Tamotsu Katayama, Koji Masumoto, Makoto Hashizume, Tomoaki Taguchi
  • Journal Title: Surg Endosc Volume: 31 Pages: 1688-1696
  • DOI: 10.1007/s00464-016-5159-4
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Improving the strength of sutureless laser-assisted vessel repair using preloaded longitudinal compression on tissue edge (2017)
  • Author(s): Nakadate R, Omori S, Ikeda T, Akahoshi T, Oguri S, Arata J, Onogi S, Hashizume M
  • Journal Title: Lasers Surg Med. Volume: - Pages: 533-538
  • DOI: 10.1002/lsm.22621
  • Peer Reviewed / Open Access
• [Journal Article] The usefulness of arcuate fasciculus tractography integrated navigation for glioma surgery near the language area; Clinical Investigation. (2017)
  • Author(s): Mukae N, Mizoguchi M, Mori M, Hashiguchi K, Kawaguchi M, Hata N, Amano T, Nakamizo A, Yoshimoto K, Sayama T, Iihara K, Hashizume M
  • Journal Title: Interdisciplinary Neurosurgery: Advanced Techniques and Case Management Volume: 7 Pages: 22-28
  • DOI: 10.1016/j.inat.2016.11.003
  • Peer Reviewed
• [Journal Article] Surgical Data Science: Enabling next-generation surgery. (2017)
  • Author(s): Maier-HL, Vedula S, Speidel S, Navab N, Kikinis R, Park A, Eisenmann M, Feussner, Frestier G, Giannarou S, Hashizume M, Katic D, Kenngott H, Kranzfelder M, Malpani A, Marz K, Neumuth T, Padoy N, Pugh C, Schoch N, Stoyanov D, Taylor R, Wagner M, Hager GD, Jannin P
  • Journal Title: Computers and Society (cs.CY) Volume: -
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Autophagy is required for activation of pancreatic sstellate cells, associated with pancreatic cancer progression and promotes growth of pancreatic tumors in mice. (2017)
  • Author(s): Endo S, Nakata K, Ohuchida K, Takesue S, Nakayama H, Abe T, Koikawa K, Okumura T, Sada M, Horioka K, Zheng B, Mizuuchi Y, Iwamoto C, Murata M, Moriyama T, Miyasaka Y, Ohtsuka T, Mizumoto K, Oda Y, Hashizume M, Nakamura M.
  • Journal Title: Gastroenterology Volume: 印刷中 Pages: 1492-1506
  • DOI: 10.1053/j.gastro.2017.01.010
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Novel imaging using a touchless display for computer-assistedgepato-biliary surgery. (2017)
  • Author(s): Oshiro Y, Ohuchida K, Okada T, Hashizume M, Ohkohchi N
  • Journal Title: Surgery Today Volume: 47 Pages: 1512-1518
  • DOI: 10.1007/s00595-017-1541-7
  • Peer Reviewed
• [Journal Article] Extra-pancreatic invasion induces lipolytic and fibrotic changes in the adipose microenvironment, with released fatty acids enhancing the invasiveness of pancreatic cancer cells. (2017)
  • Author(s): Okumura T, Ohuchida K, Sada M, Abe T, Endo S, Koikawa K, Iwamoto C, Miura D, Mizuuchi Y, Moriyama T, Nakata K, Miyasaka Y, Manabe T, Ohtsuka T, Nagai E, Mizumoto K, Oda Y, Hashizume M, Nakamura M.
  • Journal Title: Oncotarget Volume: 8 Pages: 18280-18295
  • DOI: 10.18632/oncotarget.15430
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] In vivo redox metabolic imaging of mitochondria assesses disease progression in non-alcoholic steatohepatitis (2017)
  • Author(s): Nakata R, Hyodo F, Murata M, Eto H, Nakaji T, Kawano T, Narahara S, Yasukawa K, Akahoshi T, Tomikawa M, Hashizume M
  • Journal Title: Scientific Reports Volume: 7 Pages: 17170-17170
  • DOI: 10.1038/s41598-017-17447-2
  • Peer Reviewed / Open Access
• [Journal Article] Successful video-assisted thoracoscopic surgery in prone position in patients with seophageal cancer and aberrant right subclavian artery: report of three cases. (2017)
  • Author(s): Shindo K, Nagai E, Nabae T, Eguchi T, Moriyama T, Ohuchida K, Manabe T, Ohtsuka T, Oda Y, Hashizume M, Nakamura M
  • Journal Title: Surg Case Rep Volume: 3(1) Pages: 86-86
  • DOI: 10.1186/s40792-017-0360-9
  • Peer Reviewed
• [Journal Article] Preoperative simulation unveiled undetected surgical difficulties in a case of cochlear implantation. (2017)
  • Author(s): Matsumoto N, Yamashita M, Cho B, Hashizume M
  • Journal Title: BMJ Case Rep Volume: -
  • DOI: 10.1136/bcr-2017-222657
  • Peer Reviewed
• [Journal Article] Liver-elasticity Measuring Device using Foldable Calipers Mechanism for Laparoscopic Surgery (2017)
  • Author(s): 宮崎瑛里子、金 大永、小林英津子、李 炳南、佐久間一郎、荒田純平、橋爪 誠、近藤福雄、浅野武秀
  • Journal Title: JJSCAS Volume: 19（1） Issue: 1 Pages: 27-33
  • DOI: 10.5759/jscas.19.27
  • NAID: 130005439709
  • ISSN: 1344-9486, 1884-5770
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] デジタル医療の神髄－コンピュータ外科学の現状－ (2017)
  • Author(s): 橋爪 誠
  • Journal Title: 日本歯科技工学会雑誌 Volume: 38(1) Pages: 6-10
• [Journal Article] Surgical data science for next-generation interventions. (2017)
  • Author(s): Lena MH, Swaroop SV, Stefanie S, Nassir N, Ron K, Adrian P, Matthias E, Hubertus F, Germain F, Stamatia G, Hashizume M, Darko K, Hannes K, Michael K, Anand M, Keno M, Thomas N, Nicolas P, Carla P, Nicolai S, Danail S, Russell T, Martin W, Gregory DH, Pierre J
  • Journal Title: Nature Biomedical Engineering Volume: 1 Pages: 691-696
  • DOI: 10.1038/s41551-017-0132-7
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Automatic classification of lung nodues on MDCT images with the temporal subtraction technique (2017)
  • Author(s): Yuriko Yoshino, Takahiro Miyajima, Huimin Lu, Jookooi Tan, Hyoungseop Kim, Seiichi Murakami, Takatoshi Aoki, Rie Tachibana, Yasushi Hirano, Shoji Kido
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 12 Pages: 1789-1798
  • DOI: 10.1007/s11548-017-1598-1
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Detection of Ground Glass Opacity Regions on LIDC Datasets Using DCNN (2017)
  • Author(s): 平山，陸，タン，金，橘，平野，木戸
  • Journal Title: Medical Imaging and Information Sciences Volume: 34 Issue: 2 Pages: 194-199
  • DOI: 10.11318/mii.34.70
  • NAID: 130006846732
  • ISSN: 0910-1543, 1880-4977
  • Int'l Joint Research
• [Journal Article] Massive-Training Artificial Neural Network Deep Learning in Computer-Aided Diagnosis for Chest and Abdomen (2017)
  • Author(s): 平野 靖, 伊藤 貴佳, 橋本 典明, 木戸 尚治, 鈴木 賢治
  • Journal Title: MIT Volume: 35 Issue: 4 Pages: 194-199
  • DOI: 10.11409/mit.35.194
  • NAID: 130006108062
  • ISSN: 0288-450X, 2185-3193
  • Int'l Joint Research
• [Journal Article] Simulation study on compressive laminar optical tomography for cardiac action potential propagation (2017)
  • Author(s): Takumi Harada, Naoki Tomii, Shota Manago, Etsuko Kobayashi, and Ichiro Sakuma.
  • Journal Title: BIOMEDICAL OPTICS EXPRESS Volume: 8 Pages: 2339-2358
  • DOI: 10.1364/boe.8.002339
  • Peer Reviewed
• [Journal Article] Concept design of robotic modules for needlescopic surgery (2017)
  • Author(s): Shin Sen, Kanako Harada, Zackary Hewitt, Etsuko Kobayashi, Ichiro Sakuma
  • Journal Title: Minimally Invasive Therapy & Allined Technologies Volume: 26 Pages: 232-239
  • DOI: 10.1080/13645706.2017.1288634
  • Peer Reviewed
• [Journal Article] Optimal port placement planning method for laparoscopic gastrectomy (2017)
  • Author(s): Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 印刷中 Pages: 1677-1684
  • DOI: 10.1007/s11548-017-1548-y
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] 3Dプリンタ・ユーザーインターフェイス等の最新動向 (2017)
  • Author(s): 森 健策
  • Journal Title: インナービジョン Volume: 32 Pages: 44-45
• [Journal Article] Supervoxel classification forests for estimating pairwise image correspondences (2017)
  • Author(s): Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
  • Journal Title: Pattern Recognition Volume: 63 Pages: 561-569
  • DOI: 10.1016/j.patcog.2016.09.026
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Robust colonoscope tracking method for colon deformations utilizing coarse-to-fine correspondence findings (2017)
  • Author(s): Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara ,Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 12 Pages: 39-50
  • DOI: 10.1007/s11548-016-1456-6
  • NAID: 120006220263
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Development of an automatic producing cholangiography procedure reconstructed from portal phase multidetector-row computed tomography images: Preliminary experience (2017)
  • Author(s): Tomoaki Hirose, Tsuyoshi Igami, Kusuto Koga, Yuichiro Hayashi, Tomoki Ebata, Yukihiro, Yokoyama, Gen Sugawara, Takashi Mizuno, Junpei Yamaguchi, Kensaku Mori, Masato Nagino
  • Journal Title: Surgery Today Volume: 47 Pages: 365-374
  • DOI: 10.1007/s00595-016-1394-5
  • Peer Reviewed
• [Journal Article] Clinical application of a surgical navigation system based on virtual laparoscopy in laparoscopic gastrectomy for gastric cancer (2017)
  • Author(s): Yuichiro Hayashi, Kazunari Misawa, Masahiro Oda, David J. Hawkes, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 11 Pages: 827-836
  • DOI: 10.1007/s11548-015-1293-z
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Change in pelvic sagittal inclination from supine to standing position before hip arthroplasty (2017)
  • Author(s): Uemura K, Takao M, Otake Y, Koyama K, Yokota F, Hamada H, Sakai T, Sato Y, Sugano N
  • Journal Title: The Journal of Arthroplasty. Volume: A083-5403 Pages: 30217-30222
  • DOI: 10.1016/j.arth.2017.03.015
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Estimation of attachment regions of hip muscles in CT image using muscle attachment probabilistic atlas constructed from measurements in eight cadavers (2017)
  • Author(s): Fukuda N, Otake Y, Takao M, Yokota F, Ogawa T, Uemura K, Nakaya R, Tamura K, Grupp RB, Farvardin A, Armand M
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery. Volume: - Pages: 1-10
  • DOI: 10.1007/s11548-016-1519-8
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Video See-Through Augmented Reality for Oral and Maxillofacial Surgery (2017)
  • Author(s): Junchen Wang, Hideyuki Suenaga, Liangjing Yang, Etsuko Kobayashi and Ichiro Sakuma
  • Journal Title: Int J Med Robotics Comput Assist Surg Volume: -
  • DOI: 10.1002/rcs.1754
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Automatic detection of over 100 anatomical landmarks in medical CT images: A framework with independent detectors and combinatorial optimization (2017)
  • Author(s): Hanaoka S, Shimizu A, Nemoto M, Nomura Y, Miki S, Yoshikawa T, Hayashi N, Ohtomo K, Masutani Y.
  • Journal Title: Medical Image Analysis Volume: 35 Pages: 192-214
  • DOI: 10.1016/j.media.2016.04.001
  • Peer Reviewed
• [Journal Article] Automated liver segmentation from a postmortem CT scan based on a statistical shape model (2017)
  • Author(s): Atsushi Saito, Seiji Yamamoto, Shigeru Nawano, Akinobu Shimizu
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 12 Pages: 205-221
  • DOI: 10.1007/s11548-016-1481-5
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images (2017)
  • Author(s): Hanaoka S, Masutani Y, Nemoto M, Nomura Y, Miki S, Yoshikawa T, Hayashi N, Ohtomo K, Shimizu A.
  • Journal Title: Int J Comput Assist Radiol Surg Volume: 12(3) Pages: 413-430
  • DOI: 10.1007/s11548-016-1507-z
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Medical Exposure and Image Quality Control System for Low Dose Screening CT Examinations (2017)
  • Author(s): 石垣陸太, 森 正人, 田畑慶人, 仁木登, 河田佳樹, 鈴木秀宣, 村松禎久, 花井耕造, 遠藤啓吾
  • Journal Title: 電子情報通信学会論文誌D 情報・システム Volume: J-100D(2) Issue: 2 Pages: 277-284
  • DOI: 10.14923/transinfj.2016JDP7078
  • ISSN: 1880-4535, 1881-0225
  • Peer Reviewed / Open Access
• [Journal Article] Classification of teeth in cone-beam CT using deep convolutional neural network (2017)
  • Author(s): Y.Miki, C.Muramatsu, T.Hayashi, X.Zhou, T.Hara, A.Katsumata, and H.Fujita
  • Journal Title: Computers in Biology and Medicine Volume: 80 Pages: 24-29
  • DOI: 10.1016/j.compbiomed.2016.11.003
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach (2017)
  • Author(s): X.Zhou, R.Takayama, S.Wang, X.Zhou, T.Hara, and H.Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2017: Image Processing Volume: 10133 Pages: 101332-101332
  • DOI: 10.1117/12.2254201
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Automated analysis of whole skeletal muscle for muscular atrophy detection of ALS in whole-body CT images: preliminary study (2017)
  • Author(s): N.Kamiya, K.Ieda, X.Zhou, M.Yamada, H.Kato, C.Muramatsu, T.Hara, T.Miyoshi, T.Inuzuka, M.Matsuo, and H.Fujita
  • Journal Title: Proceedings of SPIE Medical Imaging 2017, Computer-Aided Diagnosis Volume: 10134 Pages: 1013442-1013442
  • DOI: 10.1117/12.2251584
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automatic segmentation of airway tree based on local intensity filter and machine learning technique in 3D chest CT volume (2016)
  • Author(s): Qier Meng, Takayuki Kitasaka, Yukitaka Nimura, Masahiro Oda, Junji Ueno, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology Surgery Volume: 12 Pages: 245-261
  • DOI: 10.1007/s11548-016-1492-2
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] From macro-scale to micro-scale computational anatomy: perspective of the next 20 years (2016)
  • Author(s): Kensaku Mori
  • Journal Title: Medical Image Analysis Volume: 33 Pages: 159-164
  • DOI: 10.1016/j.media.2016.06.034
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Progressive internal landmark registration for surgical navigation in laparoscopic gastrectomy for gastric cancer (2016)
  • Author(s): Yuichiro Hayashi, Kazunari Misawa, David J. Hawkes, Kensaku Mori
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 11 Pages: 837-845
  • DOI: 10.1007/s11548-015-1346-3
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] 3Dプリンティングのハンドリングのノウハウ (2016)
  • Author(s): 森 健策
  • Journal Title: インナービジョン Volume: 31 Pages: 20-24
• [Journal Article] 医療分野における3Dプリンタ利活用の最新動向 医療分野における3Dプリンタの応用動向─診療報酬改定の影響と今後の動向も含めて (2016)
  • Author(s): 森 健策
  • Journal Title: インナービジョン Volume: 31 Pages: 4-7
• [Journal Article] Shape-based acetabular cartilage segmentation: application to CT and MRI datasets (2016)
  • Author(s): Tabrizi PR, Zoroofi RA, Yokota F, Nishii T, Sato Y
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery. Volume: 11 Pages: 1247-1265
  • DOI: 10.1007/s11548-015-1313-z
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Evaluation of post-mortem lateral cerebral ventricle changes using sequential scans during post-mortem computed tomography (2016)
  • Author(s): Iwao Hasegawa, Akinobu Shimizu, Atsushi Saito, Hideto Suzuki, Hermann Vogel, Klaus Puschel, Axel Heinemann
  • Journal Title: International Journal of Legal Medicine Volume: 印刷中 Pages: 1-6
  • DOI: 10.1007/s00414-016-1327-2
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] An effective visualization technique for depth perception in augmented reality-based surgical navigation (2016)
  • Author(s): CHOI Hyunseok, CHO Byunghyun , MASAMUNE Ken, HASHIZUME Makoto, HONG
  • Journal Title: Int J Med Robot Volume: 12 Pages: 62-72
  • DOI: 10.1002/rcs.1657
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Procedural surgical skill assessment in laparoscopic training environments. (2016)
  • Author(s): Uemura M, Jannin P, Yamashita M, Tomikawa M, Akahoshi T, Obata S , Souzaki R, Ieiri S, Hashizume M
  • Journal Title: Int J Comput Assist Radiol Surg Volume: 11 Pages: 543-52
  • DOI: 10.1007/s11548-015-1274-2
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Semi-manual mastoidectomy assisted by human-robot collaborative control-A temporal bone replica study (2016)
  • Author(s): Lim H, Matsumoto N, Cho B, Hong J, Yamashita M, Hashizume M, Yi B
  • Journal Title: Auris Nasus Larynx Volume: 43 Pages: 161-165
  • DOI: 10.1016/j.anl.2015.08.008
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Registration using 3D-printed rigid templates outperforms manually scanned surface matching in image-guided temporal bone surgery (2016)
  • Author(s): Yamashita M, Matsumoto N, Cho B, Komune N, Onogi S, Lee JS, Bano J, Akahoshi T, Hashizume M
  • Journal Title: Int J CARS Volume: 11 Pages: 2119-2127
  • DOI: 10.1007/s11548-016-1441-0
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Computer-Aided Diagnosis and Computer-Aided Surgery Systems Based on Multidisciplinary Computational Anatomy (2016)
  • Author(s): 仁木登，藤田廣志，森健策
  • Journal Title: MIT Volume: 34 Issue: 3 Pages: 144-150
  • DOI: 10.11409/mit.34.144
  • NAID: 130005153312
  • ISSN: 0288-450X, 2185-3193
  • Acknowledgement Compliant
• [Journal Article] Breast mass classification on mammograms using radial local ternary patterns (2016)
  • Author(s): Muramatsu C, Hara T, Endo T, Fujita H
  • Journal Title: Computers in Biology and Medicine Volume: 72 Pages: 43-53
  • DOI: 10.1016/j.compbiomed.2016.03.007
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique (2016)
  • Author(s): A.Teramoto, H.Fujita, O.Yamamuro, and T.Tamaki
  • Journal Title: Med. Phys. Volume: 43 Pages: 2821-2827
  • DOI: 10.1118/1.4948498
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] First trial and evaluation of anatomical structure segmentations in 3D CT images based only on deep learning (2016)
  • Author(s): X.Zhou, T.Ito, R.Takayama, S.Wang, T.Hara, and H.Fujita
  • Journal Title: Medical Image and Information Sciences Volume: 33 Pages: 69-74
  • NAID: 130005249491
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Quantitative assessment of mandibular cortical erosion on dental panoramic radiographs for screening osteoporosis (2016)
  • Author(s): C.Muramatsu, K.Horiba, T.Hayashi, T.Fukui, T.Hara, A.Katsumata, and H.Fujita
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 11 Pages: 2021-2031
  • DOI: 10.1007/s11548-016-1438-8
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Three-dimensional CT image segmentation by combining 2D fully convolutional network with 3D majority voting (2016)
  • Author(s): X.Zhou, T.Ito, R.Takayama, S.Wang, T.Hara, and H.Fujita
  • Journal Title: Proc. of Workshop on the 2nd Deep Learning in Medical Image Analysis (DLMIA) in MICCAI 2016 Volume: LNCS 10008 Pages: 111-120
  • DOI: 10.1007/978-3-319-46976-8_12
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Evaluation of the 10-year history of a 2-day standardized laparoscopic surgical skills training program at Kyushu University. (2016)
  • Author(s): Tomikawa M, Uemura M, Kenmotsu H, Konishi K, Ohuchida K, Okazaki K, Ieiri S, Tanoue K, Hashizume M
  • Journal Title: Surgery Today Volume: -
  • Peer Reviewed / Open Access
• [Journal Article] Preclinical methods to assess collateral mechanical damage to tissues caused by surgical procedures and devices”, Journal of Japan Society of Computer Aided Surgery (2016)
  • Author(s): A. Ishijima, Y. Koseki, T. Ando, I. Sakuma, E. Kobayashi
  • Journal Title: Journal of Japan Society of Computer Aided Surgery Volume: 18
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Aggressive tumor microenvironment of solid predominant lung adenocarcinoma subtype harboring with epidermal growth factor receptor mutations (2016)
  • Author(s): K.Saruwatari, S.Ikemura, K.Sekihara, T.Kuwata, S.Fujii, S.Umemura, K.Kirita, S.Matsumoto, K.Yoh, S.Niho, H.Ohmatsu, A.Ochiai, H.Kohrogi, M.Tsuboi, K.Goto, G.Ishii
  • Journal Title: Lung Cancer Volume: 91 Pages: 7-14
  • DOI: 10.1016/j.lungcan.2015.11.012
  • Peer Reviewed
• [Journal Article] Joint optimization of segmentation and shape prior from level-set-based statistical shape model, and its application to the automated segmentation of abdominal organs, (2016)
  • Author(s): Atsushi Saito, Shigeru Nawano and Akinobu Shimizu
  • Journal Title: Medical Image Analysis Volume: 28 Pages: 46-65
  • DOI: 10.1016/j.media.2015.11.003
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] 大腰筋と腸骨筋の筋走行モデルに基づく腸腰筋認識の初期検討 (2016)
  • Author(s): 神谷直希，周 向栄，村松千左子，原 武史，加藤博基，東 華岳，横山龍二郎，姜 慧研，松尾政之，藤田広志
  • Journal Title: 電子情報通信学会技術研究報告 Volume: 115 Pages: 183-186
  • Acknowledgement Compliant
• [Journal Article] アトラスに基づく胸鎖乳突筋自動認識手法の全身CT画像への適用 (2016)
  • Author(s): 家田皓将，神谷直希，周 向栄，山田 恵，加藤博基，村松千左子，原 武史，三好利治，犬塚 貴，松尾政之，藤田広志
  • Journal Title: 電子情報通信学会技術研究報告 Volume: 115 Pages: 247-250
  • Acknowledgement Compliant
• [Journal Article] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models – Progress overview FY2015 (2016)
  • Author(s): H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, M.Kanematsu, T.Katafuchi, T.Matsubara, C.Muramatsu, A.Teramoto, and Y.Uchiyama
  • Journal Title: Proc. of the 2nd International Symposium on the Project “Multidisciplinary Computational Anatomy” Volume: - Pages: 91-101
  • Acknowledgement Compliant
• [Journal Article] Automatic quantification of mammary glands on non-contrast X-ray CT by using a novel segmentation approach (2016)
  • Author(s): Xiangrong Zhou,Takuya Kano,Yunliang Cai,Shuo Li,Xinxin Zhou,Takeshi Hara,Ryujiro Yokoyama,Hiroshi Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis Volume: 9785
  • DOI: 10.1117/12.2217256
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Automated blood vessel extraction using local features on retinal images (2016)
  • Author(s): Y.Hatanaka, K.Samo, M.Tajima, K.Ogohara, C.Muramatsu, S.Okumura, and H.Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis Volume: 9785
  • DOI: 10.1117/12.2216572
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automated detection of retinal nerve fiber layer defects on fundus images: false positive reduction based on vessel likelihood (2016)
  • Author(s): C.Muramatsu, K.Ishida, A.Sawada, Y.Hatanaka, T.Yamamoto, and H.Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis Volume: 9785
  • DOI: 10.1117/12.2216662
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Automated recognition of the iliac muscle and modeling of muscle fiber direction in torso CT images (2016)
  • Author(s): N. Kamiya, X. Zhou, K. Azuma, C. Muramatsu, T. Hara and H. Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis Volume: 9785
  • DOI: 10.1117/12.2214613
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Three modality image registration of brain SPECT/CT and MR images for quantitative analysis of dopamine transporter imaging (2016)
  • Author(s): Y.Yamaguchi, Y.Takeda, T.Hara, X.Zhou, M.Matsusako, Y.Tanaka, K.Hosoya, T.Nihei, T.Katafuchi, and H.Fujita
  • Journal Title: Proc. SPIE Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging Volume: 9788
  • DOI: 10.1117/12.2217384
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Preoperative surgical simulation of laparoscopic adrenalectomy for neuroblastoma using a three-dimensional printed model based on preoperative CT images. (2015)
  • Author(s): Souzaki R, Kinoshita Y, Ieiri S , Kawakubo N, Obata S, Jimbo T, Koga Y, Hashizume M, Taguchi T.
  • Journal Title: J Pediatr Surg Volume: 50 Pages: 2112-2112
  • DOI: 10.1016/j.jpedsurg.2015.08.037
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Articulated minimally invasive surgical instrument based on compliant mechanism. (2015)
  • Author(s): Arata J, Kogiso S, Sakaguchi M, Nakadate R, Oguri S, Uemura M, Byunghyun C, Akahoshi T, Ikeda T, Hashizume M
  • Journal Title: Int J CARS Volume: 10 Pages: 1837-1843
  • DOI: 10.1007/s11548-015-1159-4
  • Peer Reviewed / Open Access
• [Journal Article] Pneumoperitoneum simulation based on mass-spring-damper models for laparoscopic surgical planning (2015)
  • Author(s): Yukitaka Nimura, Jia Di Qu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Makoto Hashizume, Kazunari Misawa, and Kensaku Mori
  • Journal Title: Journal of Medical Imaging Volume: 2 Pages: 0440041-12
  • DOI: 10.1117/1.jmi.2.4.044004
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Surgical and Radiological Studies on the Length of the Hepatic Ducts (2015)
  • Author(s): 1.Hirose T, Igami T, Ebata T, Yokoyama Y, Sugawara G, Mizuno T, Mori K, Ando M, and Nagino M
  • Journal Title: World Journal of Surgery Volume: 39 Pages: 2983-2989
  • DOI: 10.1007/s00268-015-3201-7
  • Peer Reviewed
• [Journal Article] Self-contained image mapping of placental vasculature in 3D ultrasound-guided fetoscopy (2015)
  • Author(s): Liangjing Yang, Junchen Wang, Takehiro Ando, Akihiro Kubota, Hiromasa Yamashita, Ichiro Sakuma, Toshio Chiba, and Etsuko Kobayashi
  • Journal Title: Surgical Endoscopy Volume: - Pages: 1-14
  • DOI: 10.1007/s00464-015-4690-z
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] 2.RECIST progression patterns during EGFR tyrosine kinase inhibitor treatment of advanced non-small cell lung cancer patients harboring an EGFR mutation. (2015)
  • Author(s): Tatsuya Yoshida
  • Journal Title: Lung Cancer Volume: 90 Pages: 477-483
  • DOI: 10.1016/j.lungcan.2015.09.025
  • Peer Reviewed
• [Journal Article] "Abdominal multi-organ segmentation from CT images using conditional shape–location and unsupervised intensity priors (2015)
  • Author(s): Okada, Toshiyuki, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, and Yoshinobu Sato
  • Journal Title: Medical image analysis Volume: 26, no. 1 Pages: 1-18
  • DOI: 10.1016/j.media.2015.06.009
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Cup Implant Planning Based on 2D/3D Radiographic Pelvis Reconstruction-First Clinical Results (2015)
  • Author(s): Schumann, Steffen, Yoshinobu Sato, Yuki Nakanishi, Futoshi Yokota, Masaki Takao, Nobuhiko Sugano, and Guoyan Zheng
  • Journal Title: IEEE Transactions on Biomedical Engineering Volume: 62, No.11 Pages: 2665-2673
  • DOI: 10.1109/tbme.2015.2441378
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] A Liver Atlas Using the Special Euclidean Group. In Medical Image Computing and Computer-Assisted Intervention-- (2015)
  • Author(s): Hefny, M.S., Okada, T., Hori, M., Sato, Y. and Ellis, R.E
  • Journal Title: In Medical Image Computing and Computer-Assisted Intervention—MICCAI 2015 Volume: - Pages: 238-245
  • DOI: 10.1007/978-3-319-24571-3_29
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Selection of optimal shape features for staging hepatic fibrosis on CT image (2015)
  • Author(s): X.J.Zhang, B.Zhou, K.Ma, X.H.Qu, X.M.Tan, X.Gao, W.Yan, L.L.Long, and H.Fujita
  • Journal Title: Journal of Medical Imaging and Health Informatics Volume: 5 Pages: 1926-1930
  • DOI: 10.1166/jmihi.2015.1671
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging? (2015)
  • Author(s): X.Zhang, X.Gao, B.J.Liu, K.Ma, W.Yan, L.Liling, H.Yuhong, and H.Fujita
  • Journal Title: Journal of Computerized Medical Imaging and Graphics Volume: 46 Pages: 227-236
  • DOI: 10.1016/j.compmedimag.2015.09.003
  • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
• [Presentation] 放射光CTによる気管支・血管ベース肺3次元構造解析 (2019)
  • Author(s): 大西 悟, 斉藤 くるみ, 泓田 彰汰, 河田 佳樹, 仁木 登, 梅谷 啓二, 岡本 俊宏, 阪井 宏彰, 中野 恭幸, 伊藤 春海
  • Organizer: 第11回呼吸機能イメージング研究会学術集会
• [Presentation] 放射光CT画像による肺3次元ミクロ構造の血管系解析 (2019)
  • Author(s): 泓田 彰汰, 斉藤 くるみ, 大西 悟, 河田 佳樹, 仁木 登, 梅谷 啓二, 阪井 宏彰, 中野 恭幸, 岡本 俊宏, 伊藤 春海,
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] Unsupervised and semi-supervised learning for efficient opacity annotation of diffuse lung diseases (2019)
  • Author(s): Shingo Mabu, Shoji Kido, Yasushi Hirano, Takashi Kuremoto
  • Organizer: The Joint 2019 International Workshop on Advanced Image Technology (IWAIT) & International Forum on Medical Imaging in Asia (IFMIA)
• [Presentation] Analysis of the effects of transfer learning on opacity classification of diffuse lung diseases using convolutional neural network (2019)
  • Author(s): Shingo Mabu, Shoji Kido, Yasushi Hirano, Takashi Kuremoto
  • Organizer: The Joint 2019 International Workshop on Advanced Image Technology (IWAIT) & International Forum on Medical Imaging in Asia (IFMIA)
• [Presentation] Ensemble 3D residual network(E3D-ResNet) for reduction of false-positive polyp detections in CT colonography (2019)
  • Author(s): Tomoki Uemura, Janne J. Nappi, Huimin Lu, Hyoungseop Kim, Rie Tachibana, Toru Hironaka, Hiroyuki Yoshida.
  • Organizer: SPIE Medical Imaging 2019
• [Presentation] Deep radiomic precision CT imaging for prognostic biomarkers for interstitial lung diseases (2019)
  • Author(s): Tomoki Uemura, Mikio Matsuhiro, Chinatsu Watari, Janne Nappi, Radin Nasirudin, Toru Hironaka, Yoshiki Kawata, Noboru Niki, Hiroyuki Yoshida
  • Organizer: SPIE Medical Imaging 2019
• [Presentation] Electronic cleansing in CT colonography using a generative adversarial network (2019)
  • Author(s): Rie Tachibana, Janne Nappi, Toru Hironaka, Hiroyuki Yoshida.
  • Organizer: SPIE Medical Imaging 2019
• [Presentation] Automatic anatomy partitioning of the torso region on CT images by using a deep convolutional network with majority voting (2019)
  • Author(s): X.Zhou, T.Kojima, S.Wang, X.Zhou, T.Hara, T.Nozaki, M.Matsusako, and H.Fujita
  • Organizer: SPIE, Medical Imaging 2019
  • Int'l Joint Research
• [Presentation] Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration (2019)
  • Author(s): H.Yu, X.Zhou, H.Jiang, H.Kang, Z.Wang, T.Hara, and H.Fujita
  • Organizer: SPIE, Medical Imaging 2019
  • Int'l Joint Research
• [Presentation] Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT (2019)
  • Author(s): Hirohisa Oda, Holger R. Roth, Takaaki Sugino, Naoki Sunaguchi, Noriko Usami, Masahiro Oda, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Toshiaki Akita, Yuji Narita, Kensaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Lung segmentation based on a deep learning approach for dynamic chest radiography (2019)
  • Author(s): Yuki Kitahara, Rie Tanaka, Holger Roth, Hirohisa Oda, Kensaku Mori, Kazuo Kasahara, Isao Matsumoto
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Multiclass vertebral fracture classification using probability SVM with multi-feature selection (2019)
  • Author(s): Liyuan Zhang, Huamin Yang, Jiashi Zhao, Weili Shi, Yu Miao, Fei He, Wei He, Yanfang Li, Ke Zhang, Kensaku Mori, Zhengang Jiang
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Spinal curvature segmentation and location by transfer learning (2019)
  • Author(s): Jiashi Zhao, Zhengang Jiang, Kensaku Mori, Liyuan Zhang, Wei He, Weili Shi, Yu Miao, Fei Yan, Fei He
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning (2019)
  • Author(s): Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Weakly-supervised deep learning of interstitial lung disease types on CT images (2019)
  • Author(s): Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Holger Roth, Le Lu, Masahiro Oda, Hirotugu Ohkubo, Kennsaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Multi-class abdominal organs segmentation with improved V-Nets (2019)
  • Author(s): Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Dynamic chest radiography for pulmonary function diagnosis: A validation study using 4D extended cardiac-torso (XCAT) phantom (2019)
  • Author(s): Rie Tanaka, Ehsan Samei, William Paul Segars, Ehsan Abadi, Holger Roth, Hirohisa Oda, Kensaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Colonoscope tracking method based on shape estimation network (2019)
  • Author(s): Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Yoshiki Hirooka, Nassir Navab, Kensaku Mori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Visual SLAM for bronchoscope tracking and bronchus reconstruction in bronchoscopic navigation (2019)
  • Author(s): Wang Cheng, Kensaku Mori, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori
  • Organizer: SPIE
  • Int'l Joint Research
• [Presentation] Automated hand eye calibration in laparoscope holding robot for robot assisted surgery (2019)
  • Author(s): Shuai Jiang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
  • Organizer: IFMIA
  • Int'l Joint Research
• [Presentation] nvestigation of extracting the interlobular septa with combination of Hessian analysis and radial structure tensor in micro-CT volume (2019)
  • Author(s): Xiaotian Zhao, Hirohisa Oda, Shota Nakamura, Yuichiro Hayashi, Hayato Itoh, Masahiro Oda, Kensaku Mori
  • Organizer: IFMIA
  • Int'l Joint Research
• [Presentation] 機械学習を用いた腹部動脈血管名自動命名におけるデータ拡張法の適用に関する検討 (2019)
  • Author(s): 鉄村 悠介, 林 雄一郎, 小田 昌宏, 北坂 孝幸, 三澤 一成, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] CTからの腹部多臓器抽出におけるgroup normalizationの影響に関する考察 (2019)
  • Author(s): 申 忱, Fausto Milletari, Holger R. Roth, 小田 紘久, 小田 昌宏, 林 雄一郎, 三澤 一成, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] 敵対的Dense U-netを用いた切除肺マイクロCT像の超解像 (2019)
  • Author(s): 鄭 通, 小田 紘久, Holger R. Roth, 小田 昌宏, 中村 彰太, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] 経時CT像間の腹部臓器の変形を考慮したリンパ節自動対応付け手法の検討 (2019)
  • Author(s): 舘 高基, 小田 昌宏, 林 雄一郎, 伊東 隼人, 中村 嘉彦, 北坂 孝幸, 三澤 一成, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] 人工知能技術を用いた医療支援 - 医用画像診断支援の経験より (2019)
  • Author(s): 森 健策
  • Organizer: 第58回日本臨床検査医学会 東海・北陸支部総会
  • Invited
• [Presentation] AI診断の現状と限界 (2019)
  • Author(s): 森 健策
  • Organizer: 第42回日本脳神経CI学会総会
  • Invited
• [Presentation] 人工知能による医療支援・画像認識理解の立場から (2019)
  • Author(s): 森 健策
  • Organizer: 第1回日本メディカルAI学会学術集会
  • Invited
• [Presentation] Automated Segmentation of Hip and Thigh Muscles in Metal Artifact Contaminated CT using CNN (2019)
  • Author(s): Sakamoto M, Hiasa Y, Otake Y, Takao M, Suzuki Y, Sugano N, Sato Y
  • Organizer: International Forum on Medical Imaging in Asia 2019（IFMIA)
  • Int'l Joint Research
• [Presentation] Noise Level Matching Improves Robustness of Diffusion MRI Parameter Inference by Synthetic Q-Space Learning (2019)
  • Author(s): Masutani Y
  • Organizer: IEEE 16th International Symposium on Biomedical Imaging
  • Int'l Joint Research
• [Presentation] DKI parameter inference by deep neural networks trained by synthetic data (2019)
  • Author(s): Sasaki K, Hirokawa Y, Masutani Y
  • Organizer: International Society for Magnetic Resonance in Medicine 27th Annual Meeting & Exhibition
  • Int'l Joint Research
• [Presentation] Perspectives on regulatory and ethical considerations. (2018)
  • Author(s): Hashizume M
  • Organizer: The Academy of Medical Sciences
  • Int'l Joint Research
• [Presentation] 多元計算解剖学の概念と臨床応用 (2018)
  • Author(s): 橋爪 誠
  • Organizer: 日本顕微鏡学会 第７４回学術講演会（JSM2018）
• [Presentation] Navigation and Simulation for HBP Surgery (2018)
  • Author(s): 橋爪 誠
  • Organizer: 第30回日本肝胆膵外科学会・学術集会
  • Invited
• [Presentation] Quantitative evaluation of laparoscopic intestinal suturing by forceps motion analysis from 305 training videos. (2018)
  • Author(s): Aoki S, Fukatsu T, Yamaguchi T, Uemura M, Hashizume M
  • Organizer: ISCAS
  • Int'l Joint Research
• [Presentation] Synthetic elastic mechanism for miniaturized neurosurgical robotic forceps. (2018)
  • Author(s): Arata J, Fujisawa R, Nakadate K, Harada M, Mitsuishi M, Kiguchi K, Hashizume M
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Navigation and Simulation for HBP Surgery. (2018)
  • Author(s): 橋爪 誠
  • Organizer: 第30回日本肝胆膵外科学会・学術集会
  • Invited
• [Presentation] 直径2mm・4自由度の経鼻的内視鏡下脳神経外科手術用ロボット鉗子. (2018)
  • Author(s): 荒田純平、梶原 渉、中楯 龍、橋爪 誠、木口量夫、原田香奈子、光石 衛
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 体深部狭所での運針のためのシングルアクション運針器の開発 (2018)
  • Author(s): 中楯 龍、小栗 晋、荒田純平、大澤啓介、赤星朋比古、副島雄二、江藤正俊、橋爪 誠
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 超音波ナビゲーションのための2D/3Dレジストレーションによる術中超音波ボリュームの位置補正 (2018)
  • Author(s): 小野木真哉、長尾吉泰、副島雄二、赤星朋比古、江藤正俊、橋爪 誠
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 軟性鏡手術ロボットの ex vivo評価 (2018)
  • Author(s): 中楯 龍、岩佐 勉、小野木真哉、荒田純平、小栗 晋、岡本康治、赤星朋比古、副島雄二、江藤正俊、橋爪 誠
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] Application of 8k Endoscope and AI Navigation in Surgery (2018)
  • Author(s): Hashizume M
  • Organizer: 38th Congress of the Societe Internationale d’Uroligie
  • Int'l Joint Research
• [Presentation] 放射光CT画像による肺細葉の3次元構造解析 (2018)
  • Author(s): 泓田 彰汰, 斉藤 くるみ, 大西 悟, 河田 佳樹, 仁木 登, 梅谷 啓二, 阪井 宏彰, 中野 恭幸, 岡本 俊宏, 伊藤 春海
  • Organizer: 第37回日本医用画像工学会大会
• [Presentation] Drilling accuracy evaluation on an autonomous OMS system。 (2018)
  • Author(s): Ma Q., Kobayashi E., Wang J., Hara K., Masamune K., Sakuma I
  • Organizer: The 14th Asian Conference on Computer Aided Surgery
  • Int'l Joint Research
• [Presentation] Study on Forceps-mounted Measurement Device to Estimate Elasticity of Organ (2018)
  • Author(s): Y. Iwamoto, D. Kim, K. Hara, E. Kobayashi, and I. Sakuma
  • Organizer: 40th the IEEE EMBC（Engineering in Medicine and Biology Society）
  • Int'l Joint Research
• [Presentation] Influence of Medical Devices on Forceps-mounted Measurement System (2018)
  • Author(s): S. Kamei, Y. Iwamoto, D. Kim, K. Hara, E. Kobayashi and I. Sakuma
  • Organizer: 40th the IEEE EMBC（Engineering in Medicine and Biology Society）
  • Int'l Joint Research
• [Presentation] Internal Pressure and Stress Changes of Pancreas while being Compressed (2018)
  • Author(s): K. Kuroda, D. Kim, E. Kobayashi, I. Sakuma, and T. Asano
  • Organizer: 40th the IEEE EMBC（Engineering in Medicine and Biology Society）
  • Int'l Joint Research
• [Presentation] An Elasticity-Control of Tumor Model using Agar (2018)
  • Author(s): R. Kobayashi, D. Kim, X. Shan, B.N. Li, E. Kobayashi and I. Sakuma
  • Organizer: 40th the IEEE EMBC（Engineering in Medicine and Biology Society）
  • Int'l Joint Research
• [Presentation] Development of thin double-arm device for bladder tumor resection (2018)
  • Author(s): U. Yagyu, E. Kobayashi, K.Nakagawa, Y.Komai, M.Ito, I.Sakuma
  • Organizer: The Hamlin Symposium on Medical Robotics
  • Int'l Joint Research
• [Presentation] Pilot study on an autonomous surgical system with the markerless navigation and compact robot for oral and maxillofacial surgery (2018)
  • Author(s): Q. Ma, Kobayashi E., Wang J., Hara K., Masamune K., Sakuma I.
  • Organizer: CARS2018
  • Int'l Joint Research
• [Presentation] ロバスト性の向上を目的とした腹腔鏡下超音波プローブトラッキング手法 (2018)
  • Author(s): 馬磊、山岡大輝、落合健太郎、富井直輝、中川桂一、小林英津子、佐久間一郎
  • Organizer: 第27回日本コンピュータ外科学会
• [Presentation] Construction of a spatiotemporal statistical shape model of pediatric liver from cross-sectional data (2018)
  • Author(s): Atsushi Saito, Koyo Nakayama, Antonio R. Porras, Awais Mansoor, Elijah Biggs, Marius George Linguraru, and Akinobu Shimizu
  • Organizer: Medical Image Computing and Computer-Assisted Intervention
• [Presentation] Effectiveness of narrow spectral bands in organ segmentation of a mouse (2018)
  • Author(s): Takahiro Kubo, Mahdieh Moghiseh, Anthony Butler, Raja Aamir, Atushi Saito, Akinobu Shimizu
  • Organizer: MARS Spectral CT workshop 2018
• [Presentation] Evaluation of a statistical shape model for the liver (2018)
  • Author(s): Zhihui Lu, Akinobu Shimizu and Harvey Ho
  • Organizer: IVCNZ 2018
• [Presentation] Deformable Cubic Hermite Mesh Templates for Statistical Liver Shape Analysis (2018)
  • Author(s): Hao Bo Yu, Yui Nakagawa, Harvey Ho, Atsushi Saito, Akinobu Shimizu
  • Organizer: Shape in Medical Imaging
• [Presentation] Micro CT and Histopathological Image Registration Based on Deep-Learning Assisted Image Registration (2018)
  • Author(s): Kensaku Mori, Kai Nagara, Shota Nakamura, Hirohisa Oda, Holger R. Roth, Masahiro Oda
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] 3D High-Resolution Microstructure Imaging of the Heart (2018)
  • Author(s): Hirohisa Oda, Holger R. Roth, Naoki Sunaguchi, Tetsuya Yuasa, Toshiaki Akita, Kensaku Mori, Daisuke Shimao, Shu Ichihara, Masami Ando, Noriko Usami, Masahiro Oda, Yuji Narita
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] Computer Assistance in Comparison of Kidney Function Variation Between Pre- and Post-nephrectomy (2018)
  • Author(s): Chenglong Wang, Masahiro Oda, Jun Nagayama, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multiorgan Segmentation (2018)
  • Author(s): Holger Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
  • Organizer: MICCAI
  • Int'l Joint Research
• [Presentation] Colon Shape Estimation Method for Colonoscope Tracking using Recurrent Neural Networks (2018)
  • Author(s): Masahiro Oda, Holger Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
  • Organizer: MICCAI
  • Int'l Joint Research
• [Presentation] BESNet: Boundary-enhanced Segmentation of Cells in Histopathological Images (2018)
  • Author(s): Hirohisa Oda, Holger Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A Schnabel, Kensaku Mori
  • Organizer: MICCAI
  • Int'l Joint Research
• [Presentation] Attention U-Net: Learning Where to Look for the Pancreas (2018)
  • Author(s): Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y. Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert
  • Organizer: MIDL
  • Int'l Joint Research
• [Presentation] Port placement planning method for assistant surgeon in laparoscopic gastrectomy, (2018)
  • Author(s): Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Micro-focus X-ray CT of the heart: A comparison with X-ray refraction-contrast CT (2018)
  • Author(s): Hirohisa Oda, Holger R. Roth, Naoki Sunaguchi, Daisuke Shimao, Takaaki Sugino, Masahiro Oda, Toshiaki Akita, Yuji Narita, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Automated ganglion cell detection using fully convolutional networks and evaluation under different training losses (2018)
  • Author(s): Hirohisa Oda, Kosuke Chiba, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Semi-supervised spherical K-means for segmenting idiopathic interstitial pneumonia from chest CT images (2018)
  • Author(s): Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Masahiro Oda, Hirotugu Ohkubo, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Abdominal artery segmentation from CT volumes using fully convolutional network for small artery segmentation (2018)
  • Author(s): Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Auto-context 3D fully convolutional networks for multi-scale semantic segmentation of abdominal CT volumes (2018)
  • Author(s): Kensaku Mori, Holger Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Unsupervised 3D micro-CT image segmentation based on a hybrid of VAE and GAN (2018)
  • Author(s): Takayasu Moriya, Holger Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Improvement of robustness of SLAM-based bronchoscope tracking by posture guided feature matching (2018)
  • Author(s): Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
  • Organizer: CARS
  • Int'l Joint Research
• [Presentation] Investigation on the condition of using adjacent reconstruction in visual bronchoscope tracking (2018)
  • Author(s): Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] マイクロCT画像からのRSTを用いた小葉壁抽出手法の検討 (2018)
  • Author(s): 趙 笑添, Holger R. Roth, 中村彰太, 小田紘久, 林 雄一郎, 守谷享泰, 長柄 快, 小田昌宏, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] イレウス診断支援システムにおける閉塞部位の誤検出修正及び改善ツールの構築 (2018)
  • Author(s): 西尾 光平, 小田 紘久, 千馬 耕亮, 北坂 孝幸, Holger R. Roth, 伊東 隼人, 林 雄一郎, 小田 昌宏, 檜 顕成, 内田 広夫, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] U-Netを用いた腹腔鏡動画像における出血領域検出に関する検討 (2018)
  • Author(s): 小澤 卓也, 小田 紘久, 伊東 隼人, 北坂 孝幸, Holger R. Roth, 小田 昌宏, 林 雄一郎, 三澤 一成, 伊藤 雅昭, 竹下 修由 , 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] ディープラーニングを用いた腹腔鏡映像からの腹腔鏡下胃切除術の手術工程解析の検討 (2018)
  • Author(s): 林 雄一郎, 杉野 貴明, 小田 昌宏, 三澤 一成, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] SLAMベースのビジュアルトラッキングにおける隣接フレーム利用再構成手法の評価 (2018)
  • Author(s): 王 成, 小田 昌宏, 林 雄一郎, 北坂 孝幸, 本間 裕敏, 高畠 博嗣, 森 雅樹, 名取 博, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] ステレオ手術顕微鏡画像からの脳表の3次元形状復元と術前MRI画像との融合による脳神経外科手術支援の検討 (2018)
  • Author(s): 林 雄一郎, 藤井 正純, 柴田 睦実, Dilip Bhandari, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] CT像より自動抽出された動脈領域に対応した機械学習に基づく腹部動脈血管名自動命名法 (2018)
  • Author(s): 鉄村 悠介, 林 雄一郎, 小田 昌宏, 北坂 孝幸, 三澤 一成, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 生成モデルを利用したマイクロCT画像の半教師ありセグメンテーション (2018)
  • Author(s): 守谷 享泰, Holger R. Roth, 中村 彰太, 小田 紘久, 小田 昌宏, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 深層学習を用いたマイクロCT画像の超解像に関する初期的検討 (2018)
  • Author(s): 鄭 通, Holger R. Roth, 小田 昌宏, 小田 紘久, 中村 彰太, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 医用画像処理のための深層学習サンプルコード集 DMED (2018)
  • Author(s): 小田 昌宏, 原 武史, 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
• [Presentation] 機械学習を用いた腹部動脈血管名自動命名における臓器情報および多血管相互関係利用方法の検討 (2018)
  • Author(s): 鉄村 悠介, Holger Roth, 林 雄一郎, 小田 昌宏, 三澤 一成, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 隣接復元を用いたSLAMベースの気管支鏡追跡の改善 (2018)
  • Author(s): 王 成, 小田 昌宏, 林 雄一郎, 本間 裕敏, 高畑 博嗣, 森 雅樹, 名取 博, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 腹腔鏡下手術のためのVR手術再観察システムの開発 (2018)
  • Author(s): 鈴木 拓矢，道満 恵介，目加田 慶人，三澤 一成，森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 脳神経外科手術支援のための手術顕微鏡画像からの脳表の３次元形状復元に関する検討 (2018)
  • Author(s): 林 雄一郎, 柴田 睦実, 藤井 正純, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] Fully convolutional networkを用いた小構造物セグメンテーション方法の検討及び腹部動脈への適用 (2018)
  • Author(s): 小田昌宏, Holger R. Roth, 北坂孝幸, 三澤一成, 藤原道隆, 森健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 胃の変形情報を利用した経時リンパ節の自動対応付け手法の精度向上に関する研究 (2018)
  • Author(s): 舘 高基, 小田 昌宏, 林 雄一郎, 中村 嘉彦, 北坂 孝幸, 三澤 一成, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] ウサギ心臓の屈折CT像における線維配向の可視化ならびに評価 (2018)
  • Author(s): 小田 紘久, Holger R. Roth, 砂口 尚輝, 宇佐美 紀子, 小田 昌宏 , 島雄 大介, 市原 周, 湯浅 哲也, 安藤 正海, 秋田 利明, 成田 裕司, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 機械学習による内視鏡動画インスタンスセグメンテーションのための手動アノテーションツールの開発 (2018)
  • Author(s): 小澤 卓也, 小田 紘久, 伊東 隼人, 北坂 孝幸, Holger R. Roth, 小田 昌宏, 林 雄一郎, 三澤 一成, 伊藤 雅昭, 竹下 修由, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] Fast Marching Algorithmに基づく小児CT像からの腸管閉塞部位検出手法 (2018)
  • Author(s): 西尾 光平, 小田 紘久, 千馬 耕亮, 北坂 孝幸, Holger Roth, 伊東 隼人, 小田 昌宏, 檜 顕成, 内田 広夫, 森 健策
  • Organizer: 第37回日本医用画像工学会大会 （JAMIT2018)
• [Presentation] 人工知能による医療支援-画像認識理解の立場から- (2018)
  • Author(s): 森 健策
  • Organizer: 名古屋大学 未来社会創造機構 ナノライフシステム研究所設立記念シンポジウム
  • Invited
• [Presentation] Machine Learning for Intelligent Medical Devices (2018)
  • Author(s): Kensaku Mori
  • Organizer: The 29th 2018 International Symposium on Micro-Nano Mechatonics and Human Science
  • Invited
• [Presentation] シンポジウム③ AIによるコンピュータ外科の変革：緒言 (2018)
  • Author(s): 森 健策
  • Organizer: 第27回日本コンピュータ外科学会大会
  • Invited
• [Presentation] シンポジウム③ AIによるコンピュータ外科の変革：AIによるコンピュータ外科の始め方 - 研究環境構築法 (2018)
  • Author(s): 小田 昌宏
  • Organizer: 第27回日本コンピュータ外科学会大会
  • Invited
• [Presentation] 人工知能による医用画像処理 (2018)
  • Author(s): 森 健策
  • Organizer: 第68回日本泌尿器科学会中部総会
  • Invited
• [Presentation] 深層学習を用いた医用画像処理の始め方 (2018)
  • Author(s): 小田昌宏
  • Organizer: 生体医工学シンポジウム2018
  • Invited
• [Presentation] 人工知能による医用画像解析とその診断治療支援への応用 (2018)
  • Author(s): 森 健策
  • Organizer: 第56回東部防衛衛生学会
  • Invited
• [Presentation] Computer assisted diagnosis and surgery based on machine learning (2018)
  • Author(s): Kensaku Mori
  • Organizer: APGCC2018 & CLASSIC 2018
  • Invited
• [Presentation] 医用画像における深層学習を利用した研究のはじめかた (2018)
  • Author(s): 小田昌宏
  • Organizer: 第37回日本医用画像工学会大会（JAMIT2018)
  • Invited
• [Presentation] AIによる画像処理技術の新展開 (2018)
  • Author(s): 森 健策
  • Organizer: JCRミッドサマーセミナー2018
  • Invited
• [Presentation] Deep learning at the interface of CAD/CAS (2018)
  • Author(s): Kensaku Mori
  • Organizer: CAD-AI / ISCAS Joint Session on Deep Learning in CAD/CAS
  • Invited
• [Presentation] Computer-assisted diagnosis and surgery based on machine learning (2018)
  • Author(s): Kensaku Mori
  • Organizer: Annual academic conference of digital surgery committee of Chinese research hospital association & 2nd international conference on digital medicine
  • Invited
• [Presentation] 機械学習を用いた医用画像自動認識 (2018)
  • Author(s): 森 健策
  • Organizer: 平成30年度東京大学医科学研究所大学院セミナー
  • Invited
• [Presentation] シンポジウム2 情報技術（IT）と最先端医療 ：機械学習を用いた診断と治療支援 (2018)
  • Author(s): 小田 昌宏
  • Organizer: 第47回日本脊椎脊髄病学会学術集会
  • Invited
• [Presentation] 画像診断におけるAIの現状と今後 -将来の画像診断はどう変わるか？ (2018)
  • Author(s): 森 健策
  • Organizer: 第20回放射線研究セミナー
  • Invited
• [Presentation] “Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model,” (2018)
  • Author(s): Otake Y, Takao M, Fukuda N, Takagi S, Yamamura N, Sugano N, Sato Y
  • Organizer: Medical Image Computing and Computer Assisted Intervention ? MICCAI 2018
  • Int'l Joint Research
• [Presentation] “Estimation of Pelvic Sagittal inclination from anteroposterior radiograph using convolutional neural networks: Proof-of-Concept study,” (2018)
  • Author(s): Jodeiri A, Otake Y, Zoroofi RA, Hiasa Y, Takao M, Uemura K, Sugano N, Sato Y,
  • Organizer: CAOS 2018
  • Int'l Joint Research
• [Presentation] “Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size,” (2018)
  • Author(s): Hiasa Y, Otake Y, Takao M, Matsuoka T, Takashima K, Carass A, Prince J, Sugano N, Sato Y,
  • Organizer: SASHIMI 2018 (Simulation and Synthesis in Medical Imaging): A MICCAI 2018 Workshop
  • Int'l Joint Research
• [Presentation] “Surgical tools segmentation in laparoscopic images using convolutional neural networks with uncertainty estimation and semi-supervised learning,” (2018)
  • Author(s): Hiasa Y, Otake Y, Nakatani S, Harada H, Kanaji S, Kakeji Y, Sato Y
  • Organizer: International Journal of Computer Assisted Radiology and Surgery (CARS) 2018
  • Int'l Joint Research
• [Presentation] Deep Regressionによる拡散MRIの各種モデルパラメタ推定のための学習データの生成と拡張 (2018)
  • Author(s): 増谷佳孝， 佐々木公
  • Organizer: 第2回人工知能応用医用画像研究会
• [Presentation] Deep Regressionによる拡散MRIの各種モデルパラメタ推定 ～ 生成型学習データの分布が及ぼす影響について ～ (2018)
  • Author(s): 増谷佳孝， 佐々木公
  • Organizer: 電子情報通信学会医用画像研究会
• [Presentation] Demons アルゴリズムの一般化とその応用 (2018)
  • Author(s): 増谷佳孝， 石田善喜
  • Organizer: 第３７回日本医用画像工学会大会
• [Presentation] Estimation of diffusional kurtosis using deep regression neural network (DRNN): experiments with synthetic training data (2018)
  • Author(s): 佐々木公, 増谷佳孝， 廣川裕
  • Organizer: 第46回日本磁気共鳴医学会
• [Presentation] Model parameter inference for diffusion MRI signal models by using deep regression neural network and its validation (2018)
  • Author(s): 増谷佳孝， 佐々木公
  • Organizer: 第46回日本磁気共鳴医学会
• [Presentation] Deep Regression Neural Networkによる拡散MRIの信号値モデルパラメタの推定：合成データのみによる学習における学習パラメタの効果 (2018)
  • Author(s): 増谷佳孝， 佐々木公
  • Organizer: 第1回 日本医用画像人工知能研究会
• [Presentation] Deep Regression Neural Networkによる拡散MRIの信号値モデルパラメタの推定：GPUレス環境のためのソフトウェア実装 (2018)
  • Author(s): 増谷佳孝
  • Organizer: 第41回日本生体医工学会中国四国支部大会
• [Presentation] Noise level effects on dMRI parameter inference by synthetically trained deep neural networks (2018)
  • Author(s): Masutani Y
  • Organizer: Seminar at Centre for Medical Image Computing, University College London
  • Int'l Joint Research / Invited
• [Presentation] Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space (2018)
  • Author(s): Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani
  • Organizer: The IEEE Conference on Computer Vision and Pattern Recognition
  • Int'l Joint Research
• [Presentation] 射基底関数による 点群からの曲面再構成と 腸間膜形状推定への応用 (2018)
  • Author(s): 増谷佳孝， 阿原一志， 鈴木宗村，植田琢也
  • Organizer: CREST・さきがけ・数学協働プログラム合同シンポジウム
• [Presentation] 工学者が医工連携で得た視野：病院の外から・病院の中から (2018)
  • Author(s): 増谷佳孝
  • Organizer: 関西Radiology Update
  • Invited
• [Presentation] マウスのMARS Spectral CT像のセグメンテーション処理の開発 (2018)
  • Author(s): 久保貴寛，斎藤 篤，Mahdieh Moghiseh，Anthony Butler，Raja Aamir，清水昭伸
  • Organizer: 電子情報通信学会医用画像研究会
• [Presentation] AI(機械学習)を活用した医用画像処理に基づく診断治療支援 (2018)
  • Author(s): 森 健策
  • Organizer: 第34回東海頭蓋底外科研究会
  • Invited
• [Presentation] Medical procedure assistance based on machine learning-current status and future direction (2018)
  • Author(s): Kensaku Mori
  • Organizer: UK-Japan symposium on medical imaging and artificial intelligence
  • Invited
• [Presentation] CNNによる回帰を用いた臓器領域の位置推定手法の初期的検討 (2018)
  • Author(s): 清水南月, 小田昌宏, ロス ホルガー, 林 雄一郎, 三澤一成, 藤原道隆, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] 3D U-Netと測地距離カーネルを取り入れた全連結条件付き確率場に基づく医用画像からの多臓器自動抽出 (2018)
  • Author(s): 瀛, Roth Holger, 小田昌宏, 北坂孝幸, 三澤一成, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] `ディープラーニングを用いた教師なし学習によるレジストレーション手法の初期的検討 (2018)
  • Author(s): 長柄 快, Holger R. Roth, 中村彰太, 小田昌宏, 森 健策
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] （特別講演）肺３次元構造をマルチスケールで診る (2018)
  • Author(s): 仁木登
  • Organizer: 日本機械学会中国四国支部シニア会
  • Invited
• [Presentation] Prognostic importance of pleural attachment status measured by pretreatment CT images in patients with stage IA lung adenocarcinoma: measurement of the ratio of the interface between nodule and neighboring pleura to nodule surface area (2018)
  • Author(s): Y.Kawata, N.Niki, M.Kusumoto, H.Ohmatsu, K.Aokage, G.Ishii, Y.Matsumoto, T.Tsuchida, K.Eguchi, M.Kaneko
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Automated assessment of aortic and main pulmonary arterial diameters using model-based blood vessel segmentation for predicting chronic thromboembolic pulmonary hypertension in low-dose CT lung screening (2018)
  • Author(s): H.Suzuki, Y.Kawata, N.Niki, T.Sugiura, N.Tanabe, M.Kusumoto, K.Eguchi, M.Kaneko
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Automatic blood vessel based-liver segmentation using the portal phase abdominal CT (2018)
  • Author(s): A.S.Maklad, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, M.Shimada, G.Iinuma
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Bronchial based pulmonary acinus analysis in human lungs using a synchrotron radiation micro-CT (2018)
  • Author(s): K.Saito, Y.Kobayashi, Y.Kawata, N.Niki, K.Umetani, T.Okamoto, H.Sakai, Y.Nakano, H.Ito
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Quantitative assessment for pneumoconiosis severity diagnosis using 3D CT images (2018)
  • Author(s): K.Hino, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, K.Kato, T.Kishimoto, K.Ashizawa
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Computer aided detection system for osteoporosis using low dose thoracic 3D CT images, (2018)
  • Author(s): D.Tsuji, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, Y.Nakano, M.Harada, M.Kusumoto, T.Tsuchida, K.Eguchi, M.Kaneko
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] Radiomic texture-curvature (RTC) features for precision medicine of patients with rheumatoid arthritis-associated interstitial lung disease, Proc.SPIE Medical Imaging【Honorable Mention Poster Award】 (2018)
  • Author(s): C.Watari, M.Matsuhiro, J.J.N?ppi, R.A.Nasirudin, T.Hironaka, Y.Kawata, N.Niki, H.Yoshida
  • Organizer: Proc.SPIE Medical Imaging
  • Int'l Joint Research
• [Presentation] 放射光CTによる肺3次元ミクロ構造の再現性の実証研究 (2018)
  • Author(s): 小林裕弥，斉藤くるみ，大西悟，河田佳樹，仁木登，梅谷啓二，中野恭幸，阪井宏彰，伊藤春海，岡本俊宏
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] CT画像情報・SNPを用いた早期COPD検診法の検討 (2018)
  • Author(s): 出井達也，野﨑元貴，鈴木秀宣，河田佳樹，仁木登，金子昌弘，増田清士，井本逸勢
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 肺がんCT検診のCADシステムの開発 (2018)
  • Author(s): 仁木登
  • Organizer: 第25回日本CT検診学会学術集会
• [Presentation] 拡大CT画像を用いた肺がんのコンピュータ支援予後予測：肺腺がん（病期IA）の周囲既存構造と再発リスクの関連 (2018)
  • Author(s): 河田佳樹，仁木登，楠本昌彦，大松広伸，青景圭樹，石井源一郎，土田敬明，松元祐司，江口研二，金子昌弘
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] 非造影胸部CT 画像による肺血栓塞栓症診断支援システム (2018)
  • Author(s): 鈴木秀宣，松廣幹雄，河田佳樹，仁木登，杉浦寿彦，田邉信宏，中野恭幸，楠本昌彦，江口研二，金子昌弘
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] 非造影CT 画像の縦隔・肺門部の自動動静脈分類 (2018)
  • Author(s): 松廣幹雄，鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] 放射光CT による肺細葉の気管支ベース肺3次元構造解析 (2018)
  • Author(s): 斉藤くるみ，河田佳樹，仁木登，梅谷啓二，岡本俊宏，阪井宏彰，中野恭幸，伊藤春海
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] 低線量肺がんCT 検診におけるコンピュータ診断支援システムのビューアー開発 (2018)
  • Author(s): 佐藤良祐，守本達郎，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] 3次元CT 画像を用いたじん肺の重症度診断における粒状影の定量的評価 (2018)
  • Author(s): 日野公貴，鈴木秀宣，松廣幹雄，河田佳樹，仁木登，加藤勝也，岸本卓巳，芦澤和人
  • Organizer: 第10回呼吸機能イメージング研究会学術集会
• [Presentation] Performance evaluation of 2D and 3D deep learning approaches for automatic segmentation of multiple organs on CT images (2018)
  • Author(s): X. Zhou, K. Yamada, T. Kojima, R. Takayama, S. Wang, X.X. Zhou, T. Hara, and H. Fujita
  • Organizer: SPIE Medical Imaging 2018
  • Int'l Joint Research
• [Presentation] Similarity estimation for reference image retrieval in mammograms using convolutional neural network (2018)
  • Author(s): Muramatsu C, Higuchi S, Morita T, Oiwa M, Fujita H
  • Organizer: SPIE Med Imaging 2018
  • Int'l Joint Research
• [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models (2018)
  • Author(s): H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, T.Katafuchi, T.Matsubara, M.Matsuo, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
  • Organizer: Multidisciplinary Computational Anatomy
  • Int'l Joint Research
• [Presentation] 3D DeepCNNに基づくCT画像からの多臓器の自動抽出に関する基礎的な検討 (2018)
  • Author(s): 山田一馬，小島拓也，周 向栄，原 武史，藤田広志
  • Organizer: 岐阜大学工学部附属知能科学研究センターセミナー深層学習研究会
• [Presentation] ドパミントランスポーターイメージングにおけるCT像を利用した類似線条体領域に基づく定量解析法 (2018)
  • Author(s): 竹田優太，横井翔伍，田中悠貴，原 武史，周 向栄，片渕哲朗，福岡大輔，松迫正樹，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度春季(第180回)大会
• [Presentation] 自動乳房超音波スキャン画像における深層学習を用いた腫瘤検出手法の検討 (2018)
  • Author(s): 平松祐哉，村松千左子，小林宏暢，原 武史，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度春季(第180回)大会
• [Presentation] 体幹部CT画像におけるdeep CNNを用いた脊柱起立筋領域の自動認識と付着部位認識の初期検討 (2018)
  • Author(s): 久米正矩，神谷直希，Guoyan Zheng，周 向栄，加藤博基，東 華岳，村松千左子，原 武史，三好利治，松尾政之，藤田広志
  • Organizer: メディカルイメージング連合フォーラム
• [Presentation] 2次元と3次元深層学習を併用したCT画像からの多臓器の自動抽出法 (2018)
  • Author(s): 小島拓也，山田一馬，周 向栄，原 武史，姜 慧研，藤田広志
  • Organizer: メディカルイメージング連合フォーラム
• [Presentation] ドパミントランスポーターイメージングにおける脳SPECT/CT像とMR像の位置合わせと線条体集積の定量解析 (2018)
  • Author(s): 原 武史，竹田優太，横井翔伍，松迫正樹，野崎太希，周 向栄，藤田広志
  • Organizer: メディカルイメージング連合フォーラム
• [Presentation] Perspectives on regulatory and ethical considerations (2018)
  • Author(s): Hashizume M
  • Organizer: The Academy of Medical Sciences (JSPS)
  • Int'l Joint Research / Invited
• [Presentation] Multidisciplinary Computational Anatomy: Concept and Clinical Application (2018)
  • Author(s): Hashizume M
  • Organizer: SPIE. Medical Imaging
  • Int'l Joint Research / Invited
• [Presentation] Deep neural network convolution (NNC) for three-class classification of diffuse lung disease opacities in high-resolution CT (HRCT): consolidation, ground-glass opacity (GGO), and normal opacity (2018)
  • Author(s): Hashimoto N, Suzuki K, Junchi Liu, Hirano Y, MacMahon H, Kido S
  • Organizer: SPIE Medical Imaging 2018
  • Int'l Joint Research
• [Presentation] A Controllable Viscoelastic Liver Model using Hydraulic Power System (2017)
  • Author(s): KIM D., KOBAYASHI E., SAITO K., TAKANO N., Li B.N., SAKUMA I., ASANO T.
  • Organizer: CARS（Computer Assisted Radiology and Surgery）2017
  • Place of Presentation: Barcelona, Spain
  • Year and Date: 2017-06-20
  • Int'l Joint Research
• [Presentation] 放射光CTによる肺3次元ミクロ構造解析 (2017)
  • Author(s): 斉藤くるみ，前田亘輝，小林裕弥，河田佳樹，仁木登，梅谷啓二，中野恭幸，阪井宏彰，伊藤春海
  • Organizer: 第12回京滋呼吸器リサーチフォーラム
  • Place of Presentation: 京都リサーチパーク（京都府京都市）
  • Year and Date: 2017-03-11
• [Presentation] 3次元胸部CT画像を用いた骨粗鬆症診断支援システム (2017)
  • Author(s): 辻大輔，清家京介，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第12回京滋呼吸器リサーチフォーラム
  • Place of Presentation: 京都リサーチパーク（京都府京都市）
  • Year and Date: 2017-03-11
• [Presentation] Spatiotemporal Statistical Shape Model Construction for Longitudinal Brain Deformation Analysis Using Weighted PCA (2017)
  • Author(s): S. Alam, S Kobashi, R Nakano, M Morimoto, S Aikawa, A Shimizu
  • Organizer: International Journal of Computer Assisted Radiology and Surgery
  • Place of Presentation: 奈良県、奈良市、奈良県文化会館
  • Year and Date: 2017-03-08
  • Int'l Joint Research
• [Presentation] Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach (2017)
  • Author(s): X.Zhou, R.Takayama, S.Wang, X.Zhou, T.Hara, and H.Fujita
  • Organizer: SPIE Medical Imaging 2017
  • Place of Presentation: Renaissance Orlando at Sea World/Orlando, Florida, USA
  • Year and Date: 2017-02-12
  • Int'l Joint Research
• [Presentation] Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes, (2017)
  • Author(s): Hirohisa Oda, Kanwal Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Homma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori
  • Organizer: SPIE Medical Imaging
  • Place of Presentation: Renaissance Orland at SeaWorld Orland, Florida, USA
  • Year and Date: 2017-02-11
  • Int'l Joint Research
• [Presentation] A hybrid 3D region growing and 4D curvature analysis-based automatic abdominal blood vessel segmentation through contrast-enhanced CT (2017)
  • Author(s): A.S.Maklad, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, M.Shimada, G.Iinuma
  • Organizer: Proc. SPIE Medical Imaging
  • Place of Presentation: Renaissance Orlando at SeaWorld (Orlando, Florida, USA)
  • Year and Date: 2017-02-11
  • Int'l Joint Research
• [Presentation] Fully automatic definition of anatomical landmarks in medical images: a feasibility study (2017)
  • Author(s): S. Hanaoka, Y. Nomura, M. Nemoto, S. Miki, T. Yoshikawa, N. Hayashi, K. Ohtomo, A. Shimizu
  • Organizer: International Journal of Computer Assisted Radiology and Surgery
  • Place of Presentation: 神奈川県、川崎市、神奈川科学技術アカデミー
  • Year and Date: 2017-02-04
  • Int'l Joint Research
• [Presentation] 拡大CT画像を用いた肺腺がん（病期IA）の周囲構造特徴と再発リスクの関連 (2017)
  • Author(s): 河田佳樹，仁木登，楠本昌彦，大松広伸，青景圭樹，石井源一郎，松元祐司，土田敬明，江口研二
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 非造影胸部CT画像による肺血栓塞栓症診断支援システム (2017)
  • Author(s): 鈴木秀宣，河田佳樹，仁木登，杉浦寿彦，田邉信宏，中野恭幸，楠本昌彦，土田敬明，江口研二
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 3次元マルチスライスCT画像を用いた肺動静脈分類法 (2017)
  • Author(s): 松廣幹雄，鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 多時相造影CTにおける大腸癌の転移性リンパ節の解析 (2017)
  • Author(s): 井村涼太，掛田貴章，平島孝樹，鈴木秀宣，河田佳樹，仁木登，島田光生，飯沼元
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 3次元胸部CT 画像を用いた骨粗鬆症診断支援システム (2017)
  • Author(s): 清家京介，鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 低線量肺がんCT検診コンピュータ診断支援システムの読影ワークフロー解析 (2017)
  • Author(s): 佐藤良祐，守本達郎，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] 放射光CTを用いた細葉の肺3次元ミクロ構造解析 (2017)
  • Author(s): 前田亘輝，小林裕弥，斉藤くるみ，河田佳樹，仁木登，梅谷啓二，中野恭幸，阪井宏彰，伊藤春海
  • Organizer: 第24回日本CT検診学会学術集会
  • Place of Presentation: あわぎんホール （徳島県徳島市）
  • Year and Date: 2017-02-03
• [Presentation] Extracellular matrix directions estimation of the heart on microfocus X-ray CT volumes (2017)
  • Author(s): Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Kensaku Mori
  • Organizer: SPIE Medical Imaging
  • Place of Presentation: Renaissance Orland at SeaWorld Orland, Florida, USA
  • Year and Date: 2017-02-01
  • Int'l Joint Research
• [Presentation] Airway extraction from 3D chest CT volumes based on iterative extension of VOI enhanced by cavity enhancement filter (2017)
  • Author(s): Qier Meng, Takayuki Kitasaka, Masahiro Oda, Kensaku Mori
  • Organizer: SPIE Medical Imaging
  • Place of Presentation: Renaissance Orland at SeaWorld Orland, Florida, USA
  • Year and Date: 2017-02-01
  • Int'l Joint Research
• [Presentation] 肺構造スケールシームレスナビゲーションー多画像統合に基づく肺構造のスケールシームレス解析 (2017)
  • Author(s): 森 健策
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学百周年時計台記念館
  • Year and Date: 2017-01-27
  • Invited
• [Presentation] 拡大CT画像を用いた肺がんのコンピュータ支援診断 (2017)
  • Author(s): 河田佳樹，仁木登，大松広伸，楠本昌彦，青景圭樹，土田敬明，松元祐司，江口研二，金子昌弘
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学 百周年時計台記念館 （京都府京都市）
  • Year and Date: 2017-01-27
• [Presentation] 非造影胸部CT画像による肺血栓塞栓症診断支援システム (2017)
  • Author(s): 鈴木秀宣，松廣幹雄，河田佳樹，仁木登，楠本昌彦，土田敬明，江口研二，金子昌弘，中野恭幸，杉浦寿彦，田邉信宏
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学 百周年時計台記念館 （京都府京都市）
  • Year and Date: 2017-01-27
• [Presentation] マルチスライスCT画像を用いた気管支・肺動静脈抽出法 (2017)
  • Author(s): 松廣幹雄，鈴木秀宣，河田佳樹，仁木登，中野恭幸，大松広伸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学 百周年時計台記念館 （京都府京都市）
  • Year and Date: 2017-01-27
• [Presentation] 肺がんCT検診コンピュータ診断支援システムのワークフロー解析 (2017)
  • Author(s): 守本達郎，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，大松広伸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学 百周年時計台記念館 （京都府京都市）
  • Year and Date: 2017-01-27
• [Presentation] 放射光造影CTを用いた肺二次小葉のミクロ構造解析 (2017)
  • Author(s): 前田亘輝，小林裕弥，斉藤くるみ，河田佳樹，仁木登，梅谷啓二，中野恭幸，阪井宏彰，伊藤春海
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Place of Presentation: 京都大学 百周年時計台記念館 （京都府京都市）
  • Year and Date: 2017-01-27
• [Presentation] GPU Implementation of SLIC Supervoxel Oversegmentation (2017)
  • Author(s): Hirohisa Oda, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Julia A. Schnabel, and Kensaku Mori
  • Organizer: International Forum on Medical Imaging in Asia (IFMIA)
  • Place of Presentation: Naha, Okinawa
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Airway segmentation from 3D chest CT volumes based on volume of interest using gradient vector flow (2017)
  • Author(s): Qier Meng, Takayuki Kitasaka, Masahiro Oda, and Kensaku Mori
  • Organizer: International Forum on Medical Imaging in Asia (IFMIA)
  • Place of Presentation: Naha, Okinawa
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray microtomography of Lung Pathology (2017)
  • Author(s): Holger Roth, Kai Nagara, Hirohisa Oda, Masahiro Oda, Tomoshi Sugiyama, Shota Nakamura, and Kensaku Mori
  • Organizer: International Forum on Medical Imaging in Asia (IFMIA)
  • Place of Presentation: Naha, Okinawa
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] MR Image Segmentation of Marmoset Brain Using Prediction of Shape Development by Gaussian Process (2017)
  • Author(s): Yui Nakagawa, Atsushi Saito, Junichi Hata, Satoko Takemoto, Yuji Komaki, Erika Sasaki, Hideyuki Okano, Hideo Yokota, Akinobu Shimizu
  • Organizer: International Forum on Medical Imagin in Asia 2017
  • Place of Presentation: 沖縄県、那覇市、てんぶす那覇
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] A Spatiotemporal Statistical Model for Landmarks of Oral and Maxillofacial Area During the Human Embryonic Period (2017)
  • Author(s): Masashi Kishimoto, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Akinobu Shimizu
  • Organizer: International Forum on Medical Imagin in Asia 2017
  • Place of Presentation: 沖縄県、那覇市、てんぶす那覇
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] A Spatiotemporal Statistical Shape Model of Brain Surface During Human Embryonic Development (2017)
  • Author(s): Kazuki Kasahara, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Akinobu Shimizu
  • Organizer: International Forum on Medical Imagin in Asia 2017
  • Place of Presentation: 沖縄県、那覇市、てんぶす那覇
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Detection of Abnormal Accumulations on a Bone Scintigram Utilizing Anatomical Structure Information (2017)
  • Author(s): Yuta Minami, Atsushi Saito, Mitsutaka Nemoto, Shouhei Hanaoka, Shigeaki Higashiyama, Joji Kawabe, Susumu Shiomi, Akinobu Shimizu
  • Organizer: International Forum on Medical Imagin in Asia 2017
  • Place of Presentation: 沖縄県、那覇市、てんぶす那覇
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] A preliminary study on the automated classification of lung cancers in microscopic images using deep convolutional neural networks (2017)
  • Author(s): Atsushi Teramoto, Tetsuya Tsukamoto, Yuka Kiriyama, Ryoichi Kato, Hiroshi Fujita
  • Organizer: International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
  • Place of Presentation: Naha, Okinawa
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Three-dimensional microstructure analysis of human lung specimens using a synchrotron radiation micro-CT (2017)
  • Author(s): K.Saito, K.Maeda, Y.Kobayashi, Y.Kawata, N.Niki, K.Umetani, Y.Nakano, H.Sakai, H.Itoh
  • Organizer: International Forum on Medical Imaging in Asia (IFMIA) 2017
  • Place of Presentation: Tenbusu Naha (Naha-city, Okinawa)
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Mathematical Foundations for 3D Reconstruction of Micro Anatomical Structures from Serial Histological Sections (2017)
  • Author(s): Hidekata Hontani
  • Organizer: International Forum on Medical Imaging
  • Place of Presentation: Naha, Okinawa
  • Year and Date: 2017-01-19
  • Int'l Joint Research / Invited
• [Presentation] Recent Progress of Multidisciplinary computational Anatomy. (2017)
  • Author(s): Hashizume M
  • Organizer: International Forum On Medical Imaging In Asia 2017 (IFMIA2017)
  • Place of Presentation: Japan (Okinawa)
  • Year and Date: 2017-01-19
  • Int'l Joint Research
• [Presentation] Influence of Voxel-Connection Structure in Organ Segmentation Based on Conditional Random Field (2017)
  • Author(s): Ying Yang, Masahiro Oda, Kazunari Misawa, Daniel Rueckert, Kensaku Mori
  • Organizer: 電子情報通信学会技術研究報告 (MI)
  • Place of Presentation: 那覇市ぶんかテンブス館
  • Year and Date: 2017-01-18
• [Presentation] MISTライブラリのためのGPUプログラミング (2017)
  • Author(s): 小田 紘久, 小田 昌宏, 北坂 孝幸, 森 健策
  • Organizer: 電子情報通信学会技術研究報告 (MI)
  • Place of Presentation: 那覇市ぶんかテンブス館
  • Year and Date: 2017-01-18
• [Presentation] Structured Random Forestを用いた3次元腹部CT像からのリンパ節自動検出 (2017)
  • Author(s): 寳珠山 裕, Holger Roth, 小田 昌宏, 中村 嘉彦, 三澤 一成, 藤原 道隆, 森 健策
  • Organizer: 電子情報通信学会技術研究報告 (MI)
  • Place of Presentation: 那覇市ぶんかテンブス館
  • Year and Date: 2017-01-18
• [Presentation] Toward Analytic Computation of Fiber-Radial Diffusional Kurtosis by Q-Space Data Representation with Radial Basis Functions (2017)
  • Author(s): Masutani Y, Sasaki K,
  • Organizer: ISMRM 25th Annual Meeting
  • Int'l Joint Research
• [Presentation] 放射基底関数を用いたQ空間補間の精度評価:単一b値の拡散MRIデータにおける実験 (2017)
  • Author(s): 佐々木公 , 増谷佳孝
  • Organizer: 日本磁気共鳴医学会
• [Presentation] 拡散MRIのQ空間データにおける補間 および線積分に基づく 線維に垂直な方向の信号減衰比 の再構成法の比較 (2017)
  • Author(s): 増谷佳孝, 佐々木公
  • Organizer: 電子情報通信学会医用画像研究会
• [Presentation] 造影CT画像における点群入力に基づく 腸間膜の３次元形状推定と再構成について (2017)
  • Author(s): 増谷佳孝， 阿原一志， 鈴木宗村，植田琢也
  • Organizer: 電子情報通信学会医用画像研究会
• [Presentation] 放射基底関数の医用画像処理への応用における実問題について (2017)
  • Author(s): 増谷佳孝
  • Organizer: 第2回医用画像と数理に関する４プロジェクト合同セミナー
• [Presentation] 12 years in a university hospital for research and development of medical imaging software (2017)
  • Author(s): Masutani Y
  • Organizer: JSPS-NSF Bilateral Joint Research Seninar
  • Int'l Joint Research / Invited
• [Presentation] 計算解剖学とは:「かたち」の機械学習と生体構造認識への応用 (2017)
  • Author(s): 増谷佳孝
  • Organizer: ST研究成果展開事業：画像科学の最前線 - 基礎数理から医療応用まて?,
  • Invited
• [Presentation] 医用画像処理の基礎と実際:撮像から画像解析の応用まで (2017)
  • Author(s): 増谷佳孝
  • Organizer: ST研究成果展開事業：画像科学の最前線 - 基礎数理から医療応用まて?,
  • Invited
• [Presentation] Patient-Specific Skeletal Muscle Fiber Modeling from Structure Tensor Field of Clinical CT Images (2017)
  • Author(s): Otake Y, Yokota F, Fukuda N, Takao M, Takagi S, Yamamura N, O’Donnell LJ, Westin CF, Sugano N, Sato Y.
  • Organizer: InInternational Conference on Medical Image Computing and Computer-Assisted Intervention 2017
  • Int'l Joint Research
• [Presentation] Reconstruction of 3D Muscle Fiber Structure Using High Resolution Cryosectioned Volume (2017)
  • Author(s): Otake Y, Miyamoto K, Ollivier A, Yokota F, Fukuda N, O’Donnell LJ, Westin CF, Takao M, Sugano N, Chung BS, Park JS, Sato Y.
  • Organizer: InComputational Methods and Clinical Applications in Musculoskeletal Imaging: 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017,
  • Int'l Joint Research
• [Presentation] Artificial intelligence in medical image processing (2017)
  • Author(s): 森 健策
  • Organizer: 吉林省医学会第18回放射学学術会議
  • Invited
• [Presentation] 3Dプリンタの医用応用 (2017)
  • Author(s): 森 健策
  • Organizer: 第6回JBMP放射線治療品質管理・医学物理講習会, 医学物理士のための医学物理講習会
  • Invited
• [Presentation] 機械学習による医療支援 - マクロ解剖からミクロ解剖まで - (2017)
  • Author(s): 森 健策
  • Organizer: データサイエンスが拓く医療の未来 AI beyond
  • Invited
• [Presentation] 機械学習・人工知能による医用画像自動診断 (2017)
  • Author(s): 森 健策
  • Organizer: 愛知県職員薬剤師会学術講演会
  • Invited
• [Presentation] Scale-seameless registration and visualization - from clinical level to laboratory level (2017)
  • Author(s): Kensaku Mori
  • Organizer: Computer Assisted Radiology and Surgery (CARS) 2017
  • Invited
• [Presentation] 人工知能と医療機器 - 画像認識技術の立場から - (2017)
  • Author(s): 森 健策
  • Organizer: 中部医療機器工業協会 平成28年度通常総会
  • Invited
• [Presentation] 多元計算解剖学が拓く新たな医用画像処理技術 (2017)
  • Author(s): 森 健策
  • Organizer: 第9回呼吸機能イメージング研究会学術集会
  • Invited
• [Presentation] Machine Learning Techniques for Automated Accurate Organ Segmentation and Their Applications to Diagnosis Assistance (2017)
  • Author(s): Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, Michitaka Fujiwara, Daniel Rueckert
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] D Microstructure Visualization of Lactiferous Duct Structure Based On Refraction X-Ray CT Imaging (2017)
  • Author(s): Kensaku Mori, Naoki Sunaguchi, Masami Ando, Tetsuya Yuasa, Daisuke Shimao, Shu Ichihara, Rajiv Gupta
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] Automated Multi-Organ Segmentation in Abdominal CT with Hierarchical 3D Fully-Convolutional Networks (2017)
  • Author(s): Holger R. Roth, Hirohisa Oda, Qier MENG, Yuichiro Hayashi, Masahiro Oda, Natsuki Shimizu, Kensaku Mori, Michitaka Fujiwara, Kazunari Misawa
  • Organizer: RSNA
  • Int'l Joint Research
• [Presentation] Virtual 3D microscope and magnified 3D print for naked eye analyses of alveoli and alveolar duct structures by Heitzman lung specimen with micro CT (2017)
  • Author(s): Hiroshi Natori, Masaki Mori, Hirotsugu Takabatake, Hirotoshi Homma, ensaku Mori, Masahiro Oda, Hiroyuki Koba, Hiroki Takahashi
  • Organizer: ERS International congress 2017
  • Int'l Joint Research
• [Presentation] Feature-based registration of micro CT volumes (2017)
  • Author(s): Kai Nagara, Shota Nakamura, Holger R. Roth, Masahiro Oda, Hirotoshi Homma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kesaku Mori
  • Organizer: CARDS
  • Int'l Joint Research
• [Presentation] Multi-organ segmentation in abdominal CT using 3D fully convolutional networks (2017)
  • Author(s): Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Hirohisa Oda, Kensaku Mori
  • Organizer: CARDS
  • Int'l Joint Research
• [Presentation] False positive reduction of abdominal artery segmentation from CT volumes based on deep convolutional neural networks (2017)
  • Author(s): Masahiro Oda, Kin Taichi, Kensaku Mori
  • Organizer: CARDS
  • Int'l Joint Research
• [Presentation] On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks (2017)
  • Author(s): Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
  • Organizer: 電子情報通信学会技術研究報告(MI)
• [Presentation] μCT 画像を用いた大変形を含む連続切片 HE 染色画像の 3 次元再構築 (2017)
  • Author(s): 長柄 快，Holger Roth，中村彰太，小田紘久，守谷享泰，小田昌宏，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 機械学習を用いた腹部動脈血管名自動命名における臓器情報利用方法に関する一考察 (2017)
  • Author(s): 鉄村悠介，Holger Roth，林 雄一郎，小田昌宏，進藤幸治，大内田研宙，橋爪 誠，三澤一成, 森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 腹腔鏡下胃切除ナビゲーションにおける変形マッチングの有限要素法モデルを検証するための動物実験 (2017)
  • Author(s): 陳 韜, 魏 国棟，何 静怡，陳 光鋒，Li Yi，師 爲禮，祁 小龍，林 雄一郎，蒋 振剛,森 健策, 李 国新
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 複数フレームのステレオ内視鏡画像を用いた臓器表面形状復元に関する検討 (2017)
  • Author(s): 柴田睦実，林 雄一郎，小田昌宏，三澤一成，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 腹腔鏡下手術の教育支援に向けた VR 訓練システムの開発 (2017)
  • Author(s): 鈴木拓矢，道満恵介，目加田慶人，三澤一成，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 音声認識及びジェスチャ認識による腹腔鏡下手術ナビゲーション非接触操作システムの開発 (2017)
  • Author(s): 阿部史明，道満恵介，目加田慶人，三澤一成，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 血管芯線を用いた経時リンパ節の自動対応付け (2017)
  • Author(s): 舘 高基，小田昌宏，中村嘉彦，三澤一成，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 自動設計特徴量を用いた 3 次元腹部 CT 像における膵臓領域の位置推定 (2017)
  • Author(s): 清水南月，Holger R. Roth，小田昌宏，三澤一成，藤原道隆，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 3D Fully Convolutional Networks と全連結条件付確率場による 3 次元 CT 画像からの多臓器自動抽出に関する検討 (2017)
  • Author(s): 楊 瀛，小田昌宏，Roth Holger，北坂孝幸，三澤一成, 森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] レベルセット法を用いた腎臓皮質と髄質領域の分割 (2017)
  • Author(s): 王 成龍，小田昌宏，永山 洵，吉野 能，山本徳則，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] 開腹手術における 3 次元画像を用いた手術ナビゲーションシステムの臨床応用 (2017)
  • Author(s): 林 雄一郎, 三澤一成，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] マイクロ CT を用いた膵臓パラフィンブロック標本の解析 (2017)
  • Author(s): 進藤幸治，大内田研宙，Holger R. Roth，小田紘久，岩本千佳，小田昌宏，中村雅史，森 健策，橋爪 誠
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] MicroCT を用いた心筋配向解析手法の取り組み～MRI diffusion tensor 法との比較～ (2017)
  • Author(s): 秋田利明，小田紘久，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] サポートベクタマシンを用いたラジオミクスベースの消化管間質性腫瘍リスク評価システム (2017)
  • Author(s): 陳 韜, 小田紘久, Holger R. Roth，北坂孝幸，小田昌宏，李 国新，森 健策
  • Organizer: 第26回日本コンピュータ外科学会大会
• [Presentation] Hierarchical fully convolutional networks for semantic segmentation of 3D medical images (2017)
  • Author(s): Holger R. Roth, Oda Hirohisa, Hayashi Yuichiro, Oda Masahiro, Shimizu Natsuki, Fujiwara Michitaka, Misawa Kazunari, Mori Kensaku
  • Organizer: ライフエンジニアリング部門シンポジウム
• [Presentation] K-means 法と Joint Unsupervised Learning による3次元医用画像の教師なしセグメンテーション (2017)
  • Author(s): 守谷享泰, Holger R. Roth, 中村彰太, 小田紘久, 長柄快, 小田昌宏, 森健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 条件付き確率場による医用画像からの多臓器抽出におけるHigher Order Potential とボクセル連結構造の影響に関する考察 (2017)
  • Author(s): 楊瀛, 小田昌宏, Roth Holger, 北坂孝幸, 三澤一成, 森健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 血管情報を用いた経時リンパ節の自動対応付け手法に関する研究 (2017)
  • Author(s): 舘 高基, 小田 昌宏, 中村 嘉彦, 寶珠山 裕, 三澤 一成, 森 健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] マイクロ CT 画像情報を利用した特徴点対応付けに基づく顕微鏡画像の 3 次元再構築 (2017)
  • Author(s): 長柄 快, Holger R. ROTH, 中村 彰太, 小田 紘久, 守谷 享泰, 小田 昌宏, 森 健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] CT 像から抽出した腹部動脈領域におけるCNN を用いた過検出削減でのパッチ画像生成手法の検討 (2017)
  • Author(s): 小田 昌宏, 山本 徳則, 吉野 能, 森 健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] A Study on Fine Blood Vessel Segmentation Using Fully-connected Conditional Random Field (2017)
  • Author(s): 王成龍, 小田昌宏，吉野能，山本徳則, 森健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 機械学習を用いた腹部動脈血管名自動命名における肝動脈分岐情報利用方法に関する一考察 (2017)
  • Author(s): 鉄村 悠介, 張 暁楠, Holger Roth, 林 雄一郎, 小田 昌宏, 三澤 一成, 森 健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] ステレオ内視鏡画像からの臓器形状復元手法における複数フレームの利用に関する初期的検討 (2017)
  • Author(s): 柴田 睦実, 林 雄一郎, 小田 昌宏, 三澤 一成, 森 健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] Improvement on Robustness of ORB-SLAM Based Surgical Navigation System by Building Submap (2017)
  • Author(s): 王成, 小田昌宏, 林雄一郎, 三澤一成, 森健策
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] Torso organ segmentation in CT using fine-tuned 3D fully convolutional networks? (2017)
  • Author(s): Holger R. ROTH，Ying YANG，Masahiro ODA，Hirohisa ODA, Yuichiro HAYASHI，Natsuki SHIMIZU，Takayuki KITASAKA，Michitaka FUJIWARA，Kazunari MISAWA，Kensaku MORI
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 3DU-Netによる3次元胸部CT像からのリンパ節検出 (2017)
  • Author(s): 小田 紘久, Kanwal K.Bhatia, Holger R.Roth, 小田 昌宏, 北坂 孝幸, 岩野 信吾, 本間 裕敏, 高畠 博嗣, 森 雅樹, 名取 博 ,Julia A.Schnabel, 森 健策, ``3DU-Netによる3次元胸部CT像からのリンパ節検出
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 機械学習を用いた内視鏡画像自動診断 (2017)
  • Author(s): Kensaku Mori, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shinei Kudo
  • Organizer: 第56回 日本生体医工学会大会
• [Presentation] （教育講演）画像解析でどこまで見えるのか？ (2017)
  • Author(s): 河田佳樹
  • Organizer: 第3回呼吸機能イメージング研究会サマーセミナー
  • Invited
• [Presentation] （特別講演）医用画像に基づく計算解剖学の多元化と高度知能化診断・治療への展開 (2017)
  • Author(s): 仁木登
  • Organizer: 第49回日本臨床分子形態大会総会・学術大会
  • Invited
• [Presentation] （特別講演）肺3次元構造をマルチスケールで定量的に診る (2017)
  • Author(s): 仁木登
  • Organizer: 日本CT検診学会夏期セミナー
  • Invited
• [Presentation] 低線量3次元CT画像を用いた骨粗鬆症診断支援システム (2017)
  • Author(s): 鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 低線量肺がんCT検診におけるコンピュータ支援システムのワークフロー解析 (2017)
  • Author(s): 守本達郎，佐藤良祐，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，楠本昌彦，松元祐司，土田敬明，江口研二，金子昌弘
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 放射光CTを用いた肺細葉の気管支ベース3次元構造解析 (2017)
  • Author(s): 斉藤くるみ，大西悟，河田佳樹，仁木登，梅谷啓二，岡本俊宏，阪井宏彰，中野恭幸，伊藤春海
  • Organizer: 第40回日本生体医工学会中国四国支部大会
• [Presentation] 3次元CT画像を用いたじん肺の重症度診断のための定量的評価 (2017)
  • Author(s): 日野公貴，鈴木秀宣，松廣幹雄，河田佳樹，仁木登，加藤勝也，岸本卓巳，芦澤和人
  • Organizer: 第40回日本生体医工学会中国四国支部大会
• [Presentation] 多時相造影CTにおける大腸がんの転移性リンパ節解析 (2017)
  • Author(s): 坂東佳祐，鈴木秀宣，河田佳樹，仁木登，島田光生，飯沼元
  • Organizer: 第40回日本生体医工学会中国四国支部大会
• [Presentation] 放射光CT画像を用いた肺細葉の気管支系・血管系の3次元形態解析 (2017)
  • Author(s): 斉藤くるみ，小林裕弥，大西悟，河田佳樹，仁木登，梅谷啓二，岡本俊宏，阪井宏彰，中野恭幸，伊藤春海
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 肺がんCT検診コンピュータ診断支援システムの読影ワークフロー解析 (2017)
  • Author(s): 守本達郎，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 日本医用画像工学会大会
• [Presentation] 放射光CT画像による肺二次小葉の気管支系・血管系の3次元形態解析 (2017)
  • Author(s): 斉藤くるみ，小林裕弥，河田佳樹，仁木登，梅谷啓二，中野恭幸，阪井宏彰，伊藤春海
  • Organizer: 日本医用画像工学会大会
• [Presentation] 胸部3次元CT画像を用いたじん肺の粒状影解析 (2017)
  • Author(s): 日野公貴，鈴木秀宣，河田佳樹，仁木登，加藤勝也，岸本卓巳，芦澤和人
  • Organizer: 日本医用画像工学会大会
• [Presentation] 低線量胸部3次元CT画像を用いた骨粗鬆症診断支援システム (2017)
  • Author(s): 辻大輔，松廣幹雄，鈴木秀宣，河田佳樹，仁木登，中野恭幸，楠本昌彦，土田敬明，江口研二，金子昌弘
  • Organizer: 日本医用画像工学会大会
• [Presentation] 胸部3次元CT画像を用いたじん肺の粒状影の空間分布パターン解析 (2017)
  • Author(s): 日野公貴，鈴木秀宣，河田佳樹，仁木登，加藤勝也，岸本卓巳
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 第３次AIブームにおけるコンピュータ支援診断（CAD） (2017)
  • Author(s): 藤田広志
  • Organizer: 第10回ATSセミナー
  • Invited
• [Presentation] State-of-the-art of computer-aided medical image diagnosis (2017)
  • Author(s): H.Fujita
  • Organizer: 2017 2nd International Conference on Biomedical Signal and Image Processing (ICBIP 2017)
  • Invited
• [Presentation] 放射線診療における Artificial Intelligence (AI) の潮流～基礎から最前線，近未来まで～ (2017)
  • Author(s): 藤田広志
  • Organizer: 日本放射線技術学会第45回秋季学術大会
  • Invited
• [Presentation] 放射線医学領域におけるAI応用（RSNA2017の報告） (2017)
  • Author(s): 藤田広志
  • Organizer: JIRA創立50周年記念 画像医療システム産業研究会
  • Invited
• [Presentation] 人工知能のひろがりと医療応用 (2017)
  • Author(s): 藤田広志
  • Organizer: 平成２９年度日本放射線技術学会中部支部支部セミナー
  • Invited
• [Presentation] Quantitative Imaging Application Suite for Cancer Theranostics in Torso FDG-PET Examinations (2017)
  • Author(s): Masaki Matsusako, Takeshi Hara, Kenshiro Takeda, Mamami Haga, Tetsuro Katafuchi, Xiangrong Zhou, Hiroshi Fujita
  • Organizer: Radiological Society of North America
  • Int'l Joint Research
• [Presentation] Simultaneous segmentation of multiple anatomical structures on CT images using deep learning technique (2017)
  • Author(s): X.Zhou and H.Fujita
  • Organizer: GTC JAPAN
• [Presentation] Segmental recognition of skeletal muscle in whole-body CT images and its texture analysis using skeletal muscle models (2017)
  • Author(s): N. Kamiya, E. Asano, X. Zhou, M. Yamada, H. Kato, K. Azuma, C. Muramatsu, T. Hara, T. Miyoshi, T. Inuzuka, M. Matsuo and H. Fujita
  • Organizer: Computer Assisted Radiology and Surgery (CARS2017)
  • Int'l Joint Research
• [Presentation] Automated classification of lung tumors using PET/CT and microscopic images (2017)
  • Author(s): Atsushi Teramoto, Tetsuya Tsukamoto, Yuka Kiriyama, Masakazu Tsujimoto, Hiroshi Toyama, Kazuyoshi Imaizumi, Hiroshi Fujita
  • Organizer: CARS2017
  • Int'l Joint Research
• [Presentation] Automated blood vessel extraction based onhigh-order local autocorrelation features on retinal images (2017)
  • Author(s): Y.Hatanaka, K.Samo, K.Ogohara, W.Sunayama, C.Muramatsu, S.Okumura, and H.Fujita
  • Organizer: VipIMAGE 2017
  • Int'l Joint Research
• [Presentation] Deep Convolutional Neural Network for Forensic Odontology (2017)
  • Author(s): Chisako Muramatsu, Yuma Miki, Yudai Yanashita, Tatsuro Hayashi, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita
  • Organizer: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17)
  • Int'l Joint Research
• [Presentation] Retinal biometrics based on iterative closest point algorithm (2017)
  • Author(s): Yuji Hatanaka, Mikiya Tajima, Ryo Kawasaki, Koko Saito, Kazunori Ogohara, Chisako Muramatsu, Wataru Sunayama and Hiroshi Fujita
  • Organizer: The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'17)
  • Int'l Joint Research
• [Presentation] Basic Study on Noise Reduction Method of the Medical Images using Deep Bilateral Filter (2017)
  • Author(s): Ayumi Yamada, Atsushi Teramoto, Takahiro Nakase, Hiroshi Fujita
  • Organizer: 第73回日本放射線技術学会総会学術大会
• [Presentation] Improved Detection Method of Skull Fracture in Head CT Images using Surface Selective Black-Hat Transform (2017)
  • Author(s): Ayumi Yamada, Atsushi Teramoto, Kohei Kudo, Tomoko Otsuka, Hrofumi Anno, Hiroshi Fujita
  • Organizer: 第73回日本放射線技術学会総会学術大会
• [Presentation] Automated Detection of Breast Tumors Using Dedicated Breast PET Images and PET / CT Images: Preliminary Study on a Hybrid Detection Scheme (2017)
  • Author(s): Natsuki Minoura, Atsushi Teramoto, Osamu Yamamuro, Kaho Murase, Akari Ito, Katsuaki Takahashi, Kumiko Omi, Masami Nishio, Hiroshi Fujita
  • Organizer: 第73回日本放射線技術学会総会学術大会
• [Presentation] Evaluation of Imaging Properties in Clinical Conditions Using Dedicated Breast PET Images (2017)
  • Author(s): Natsuki Minoura, Atsushi Teramoto, Osamu Yamamuro, Kaho Murase, Akari Ito, Katsuaki Takahashi, Akihiro Kojima, Hiroshi Fujita
  • Organizer: 第73回日本放射線技術学会総会学術大会
• [Presentation] Deep Convolutional Neural Networkを用いた肺癌細胞像の自動分類 (2017)
  • Author(s): 塚本徹哉, 寺本篤司, 桐山諭和, 黒田 誠, 今泉和良, 藤田広志
  • Organizer: 第106回日本病理学会総会
• [Presentation] 眼底画像における全畳み込みニューラルネットワークを用いた網膜神経線維層欠損検出法の改良 (2017)
  • Author(s): 渡邊颯友，村松千左子，周 向栄，畑中裕司，原 武史，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度年次（第178回）大会
• [Presentation] 細胞診画像を用いた肺癌細胞型の自動分類に関する研究 (2017)
  • Author(s): 竹内野々子, 山田あゆみ, 寺本篤司, 塚本徹哉, 藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度年次（第178回）大会
• [Presentation] PET/CT画像と単純CT画像を用いた肺結節の悪性度自動解析手法の開発 (2017)
  • Author(s): 大西佑弥，寺本篤司，辻本正和，井上敬浩，塚本徹哉，今泉和良，外山 宏，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度年次（第178回）大会
• [Presentation] 深層学習を用いた脳MRフレアー像からの線条体領域の領域分割法 (2017)
  • Author(s): 横井翔伍，竹田優太，原 武史，福岡大輔，田中悠貴，松迫正樹，飯田聖一郎，野崎太希，片渕哲朗，周 向栄，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度年次（第178回）大会
• [Presentation] Deep convolutional neural networkとBilateral filterの併用による医用画像の画質改善手法 (2017)
  • Author(s): 杉山晴香，中瀬隆太，山田あゆみ，寺本篤司，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度年次（第178回）大会
• [Presentation] 緑内障診断のための網膜神経線維層欠損の検出 ～ 畳み込みニューラルネットワークを用いた領域分割と物体検出法の比較 ～ (2017)
  • Author(s): 村松千左子，渡邊颯友，石田恭子，澤田 明，畑中裕司，山本哲也，藤田広志
  • Organizer: 電子情報通信学会医用画像研究会（MI）
• [Presentation] 深層学習を用いたCT 画像からの椎体位置の自動検出と椎体骨折の分類 (2017)
  • Author(s): 小島拓也，周 向栄，東 華岳，横山龍二郎，原 武史，松尾政之，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] deep CNN に基づく体幹部CT 画像上の第12 胸椎断面における脊柱起立筋領域の自動認識 (2017)
  • Author(s): 久米正矩，神谷直希，周 向栄，加藤博基，東 華岳，村松千左子，原 武史，三好利治，松尾政之，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 畳み込みニューラルネットワークを用いた眼底画像における毛細血管瘤の自動検出 (2017)
  • Author(s): 宮下充浩，畑中裕司，小郷原一智，村松千左子，砂山 渡，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 深層畳み込みニューラルネットワークを用いた眼底の血管抽出 (2017)
  • Author(s): 井川 響，畑中裕司，砂山 渡，小郷原一智，村松千左子，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] ３D-DeepCNN を用いたCT 画像からの多臓器の自動抽出と性能評価 (2017)
  • Author(s): 周 向栄，山田一馬，飯盛広規，周 欣欣，原 武史，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 深層学習を用いた歯科的個人識別のための歯科用 cone-beam CT における歯列の認識手法 (2017)
  • Author(s): 沓名将太，村松千左子，林 達郎，周 向栄，原 武史，勝又明敏，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 歯科パノラマX 線画像における深層学習を用いた身元確認用データの自動収集 (2017)
  • Author(s): 柳下侑大，村松千左子，周 向栄，西村 航，林 達郎，原 武史，勝又明敏，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 全身CT 画像における上肢・下肢のテクスチャ特徴に基づく筋萎縮疾患の画像特徴解析 (2017)
  • Author(s): 淺野瑛理香，神谷直希，周 向栄，山田 恵，加藤博基，村松千左子，原 武史，三好利治，松尾政之，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 体幹部CT画像における棘下筋の自動認識のための棘下窩の特徴認識 (2017)
  • Author(s): 潟渕達也，神谷直希，周 向栄，加藤博基，東 華岳，村松千左子，原 武史，三好利治，松尾政之，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 遺伝子型と画像特徴を用いたコンピュータ支援診断軽度認知障害とアルツハイマー型認知症の脳萎縮の定量評価 (2017)
  • Author(s): 甲斐千遥，内山良一，白石順二，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] ドパミントランスポーターイメージングにおけるCT 像とMR像の位置合わせを利用した定量解析システム (2017)
  • Author(s): 竹田優太，横井翔伍，田中悠貴，原 武史，周 向栄，片渕哲朗，福岡大輔，松迫正樹，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 脳CT 像の類似画像探索に基づくドパミントランスポーターイメージングにおける定量解析手法 (2017)
  • Author(s): 横井翔伍，竹田優太，原 武史，田中悠貴，村松千左子，周 向栄，野崎太希，松迫正樹，片渕哲朗，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 123I-IMP ダイナミックシンチグラムを用いたGraphPlot 法における関心領域の自動決定法 (2017)
  • Author(s): 広瀬香澄，原 武史，田中悠貴，村松千左子，片渕哲朗，松迫正樹，周 向栄，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 脳血流シンチグラフィ検査におけるPatlak plot 法に基づく平均脳血流量の自動測定システムの開発 (2017)
  • Author(s): 籾内政哉，原 武史，福岡大輔，多湖博史，後藤裕夫，片渕哲朗，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] CT 画像を用いた頭部線状骨折の自動検出手法の改良～表面選択型ブラックハット変換を用いた骨折線強調～ (2017)
  • Author(s): 山田あゆみ，寺本篤司，工藤匡平，大塚智子，安野泰史，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 正常モデルに基づく胴体領域におけるFDG-PET画像の統計学的画像解析法の検証 (2017)
  • Author(s): 武田賢志郎，原 武史，周 向栄，片渕哲朗，加藤正也，伊藤 哲，石原圭一，汲田伸一郎，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 18F-FDG PET を用いた悪性腫瘍の治療効果予測におけるStandardized uptake value およびTotal lesion glycolysis の評価 (2017)
  • Author(s): 羽賀愛美，武田賢志郎，原 武史，周 向栄，伊藤 哲，片渕哲朗，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 眼底画像における視神経乳頭周辺画像を用いたDeep Learning による緑内障診断 (2017)
  • Author(s): 後藤拓真，村松千左子，石田恭子，澤田 明，畑中裕司，山本哲也，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 深層学習を利用した全乳房超音波画像における腫瘤検出手法の検討 (2017)
  • Author(s): 平松祐哉，村松千左子，小林宏暢，原 武史，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] Deep Learning による腫瘤の類似度決定法の検討 (2017)
  • Author(s): 樋口峻市，村松千左子，原 武史，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] 乳房専用PET 画像を用いた乳腺腫瘍の自動検出手法の開発と初期的評価 (2017)
  • Author(s): 箕浦菜月，寺本篤司，山室 修，村瀬香帆，伊藤あかり，高橋克彰，大見久美子，西尾正美，藤田広志
  • Organizer: 第36回日本医用画像工学会大会
• [Presentation] Deep convolutional neural network を用いた乳房 X 線画像の自動分類に関する予備的検討 (2017)
  • Author(s): 腰高美穂, 箕浦菜月, 寺本篤司, 大塚智子, 工藤匡平, 安野泰史, 藤田広志
  • Organizer: 平成29年度 電気・電子・情報関係学会 東海支部連合大会
• [Presentation] Deep convolutional neural network を用いた胃内視鏡画像の自動 分類に関する予備的検討 (2017)
  • Author(s): 榎本和馬, 寺本篤司, 藤田広志
  • Organizer: 平成29年度 電気・電子・情報関係学会 東海支部連合大会
• [Presentation] X線画像における骨成分抑制法の開発 ―Deep Neural Network を用いた抑制手法の検討- (2017)
  • Author(s): 松原尚輝, 野末直希, 寺本篤司, 藤田広志
  • Organizer: 平成29年度 電気・電子・情報関係学会 東海支部連合大会
• [Presentation] 解剖学的標準化手法を応用した体幹部FDGPET画像のコンピュータ支援診断システム (2017)
  • Author(s): 原 武史，片渕哲朗，伊藤 哲，加藤正也，藤田広志
  • Organizer: 第49回日本臨床分子形態学会総会・学術集会
• [Presentation] ドパミントランスポータイメージングにおける線条体領域の領域分割 (2017)
  • Author(s): 原 武史，横井翔伍，武田優太，福岡大輔，周 向栄，松迫正樹，片渕哲朗，藤田広志
  • Organizer: 医用画像情報学会（MII）平成29年度秋季（第179回）大会
• [Presentation] 内視鏡画像を用いたコンピュータ支援診断に関する予備的検討～全層畳み込みニューラルネットワークによる胃がん部位の検出～ (2017)
  • Author(s): 榎本和馬，寺本篤司，柴田知行，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会,
• [Presentation] 医用画像のセグメンテーションための自然画像の転移学習に関する検討 (2017)
  • Author(s): 飯盛 広規，周向栄，周欣欣，原武史，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 3D-Deep CNN を用いたCT 画像から複数の臓器領域の自動抽出 (2017)
  • Author(s): 山田一馬，周向栄，周欣欣，原武史，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 深層学習とモフォロジー処理を用いた頭部線状骨折の自動検出手法の開発～偽陽性削除に関する予備的検討～ (2017)
  • Author(s): 山田あゆみ，寺本篤司，工藤匡平，大塚智子，安野泰史，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 肺癌細胞の自動分類処理における従来型識別処理と深層学習の識別性能比較 (2017)
  • Author(s): 寺本篤司，山田あゆみ，竹内野々子，塚本徹哉，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 深層学習を用いてのMR 画像における棘上筋自動抽出 (2017)
  • Author(s): 市野陽士，原武史，周向栄，潟淵達也，久米正矩，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] CT 画像を用いた肺結節の良悪性自動解析手法に関する検討～Deep Convolutional Neural Network を用いた識別性能の初期的評価～ (2017)
  • Author(s): 大西佑弥，山田あゆみ，寺本篤司，辻本正和，井上敬浩，外山 宏，今泉和良，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 深層学習を用いた歯科用cone-beam CT における歯列の自動認識 (2017)
  • Author(s): 沓名将太，村松千左子，林達郎，周向栄，原武史，勝又明敏，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 深層学習を利用した全乳房超音波画像における腫瘤検出手法の検討 (2017)
  • Author(s): 平松祐哉，村松千左子，小林宏暢，原武史，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 乳房専用PET 画像と全身PET/CT 画像を用いた乳腺腫瘍および腋窩転移の自動検出 ～２種類のPET 画像を用いた自動検出手法の基礎的検討～ (2017)
  • Author(s): 箕浦菜月，寺本篤司，村瀬香帆，伊藤あかり，高橋克彰，山室修，大見久美子，西尾正美，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 18F-FDG PET/CT を用いた悪性腫瘍の治療効果判定におけるStandardized Uptake Value およびTotal Lesion Glycolysis の評価 (2017)
  • Author(s): 羽賀愛美，武田賢志郎，原武史，周向栄, 伊藤哲，加藤正也，片渕哲朗，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] ドパミントランスポーターイメージングにおけるCT 像の類似画像探索を利用した定量画像解析法 (2017)
  • Author(s): 竹田優太，横井翔伍，田中悠貴，原 武史，周 向栄，片渕哲朗，福岡大輔，松迫正樹，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 全身CT 画像における3D テクスチャ解析によるALS 群と筋原性・神経原性疾患群の画像特徴解析 (2017)
  • Author(s): 淺野瑛里香，神谷直希，周 向栄，山田 恵，加藤博基，村松千左子，原 武史，三好利治，松尾政之，藤田広志
  • Organizer: 平成29年度生体医工学会東海支部大会
• [Presentation] 医用画像識別処理における深層学習アーキテクチャの性能比較 (2017)
  • Author(s): 榎本和馬, 寺本篤司, 藤田広志
  • Organizer: 第10回中部放射線医療技術学術大会
• [Presentation] Deep convolutional neural networkを用いた乳房X線画像の乳腺濃度自動分類に関する予備的検討 (2017)
  • Author(s): 腰高美穂, 箕浦菜月, 寺本篤司, 大塚智子, 工藤匡平, 安野泰史, 藤田広志
  • Organizer: 第10回中部放射線医療技術学術大会
• [Presentation] Deep convolutional neural networkを用いた胸部X線画像の骨抑制手法に関する基礎的検討 (2017)
  • Author(s): 松原尚輝, 寺本篤司, 藤田広志
  • Organizer: 第10回中部放射線医療技術学術大会
• [Presentation] CT画像を用いたDeep convolutional neural networkによる肺結節の良悪性自動解析に関する予備的検討 (2017)
  • Author(s): 大西佑弥, 山田あゆみ, 寺本篤司, 辻本正和, 井上敬浩, 外山 宏, 今泉和良, 藤田広志
  • Organizer: 第10回中部放射線医療技術学術大会
• [Presentation] 複数の機械学習を用いたPET/CT画像における膵臓癌の自動検出手法に関する基礎的検討 (2017)
  • Author(s): 車 優人, 箕浦菜月, 寺本篤司, 周 向栄, 高橋克彰, 山室 修, 藤田広志
  • Organizer: 第10回中部放射線医療技術学術大会
• [Presentation] ダビンチ手術の現状と未来型手術支援ロボット開発 (2017)
  • Author(s): 橋爪 誠
  • Organizer: 第９回日本ロボット外科学会学術集会
  • Invited
• [Presentation] 医用画像に基づく計算解剖学の多元化と高度知能化診断・治療への展開 (2017)
  • Author(s): 橋爪 誠
  • Organizer: 第49回日本臨床分子携帯学会総会・学術集会
  • Invited
• [Presentation] AIを利用した医療応用について (2017)
  • Author(s): 橋爪 誠
  • Organizer: 第15回医療機器フォーラムプログラム
  • Invited
• [Presentation] Recent Progress of Multidisciplinary computational Anatomy (2017)
  • Author(s): Hashizume M
  • Organizer: International Forum On Medical Imaging In Asia 2017 (IFMIA2017)
  • Int'l Joint Research / Invited
• [Presentation] Clinical applications of multidisciplinary computational anatomy to surgery (2017)
  • Author(s): Hashizume M, Iwamoto C, Suzuki N, Kiguchi K, Ikeda N, Oda Y, Nakata R, Souzaki R, Ieiri S, Ohuchida K
  • Organizer: 3rd International Symposium on the Project “Multidisciplinary Computational Anatomy
  • Int'l Joint Research / Invited
• [Presentation] Keynote Presentation (2017)
  • Author(s): Hashizume M
  • Organizer: 8th International Conference on Information Processing in Computer-Assisted Interventions (IPCAI)
  • Int'l Joint Research / Invited