Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy

2018 Fiscal Year Annual Research Report

• Project Area: Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy
• Project/Area Number: 26108001
• Research Institution: Kyushu University
• Principal Investigator: 橋爪 誠 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): 目加田 慶人 中京大学, 工学部, 教授 (00282377) ; 藤田 廣志 岐阜大学, 工学部, 特任教授・名誉教授 (10124033) ; 井宮 淳 千葉大学, 統合情報センター, 教授 (10176505) ; 森 健策 名古屋大学, 情報学研究科, 教授 (10293664) ; 増谷 佳孝 広島市立大学, 情報科学研究科, 教授 (20345193) ; 正宗 英津子 (小林英津子) 東京女子医科大学, 医学部, 准教授 (20345268) ; 鈴木 直樹 東京慈恵会医科大学, 医学部, 教授 (40147327) ; 縄野 繁 国際医療福祉大学, 医学部, 教授 (40156005) ; 本谷 秀堅 名古屋工業大学, 工学(系)研究科(研究院), 教授 (60282688) ; 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) ; 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) ; 清水 昭伸 東京農工大学, 工学(系)研究科(研究院), 教授 (80262880) ; 木戸 尚治 山口大学, 大学院創成科学研究科, 教授 (90314814)
• Project Period (FY): 2014-07-10 – 2019-03-31
• Keywords: 多元計算解剖学 / 医用画像 / 医用イメージング

Outline of Annual Research Achievements

本当該年度も引き続き、総括班主導で領域全体の管理運営に当たると同時に、昨年度までに総括班の下に構築した各WGが各計画研究班および公募研究班の有機的な連携を支援した。DB構築支援WG(清水、縄野、小田): 昨年度に続き、臨床系研究班から得られた人およびマウスの病理組織のデータベースをさらに拡充し、各研究班がアクセス可能なインフラ整備をひきつづきすすめた。学理構築支援WG(リーダー：増谷、数理部門：本谷、増谷、井宮、臨床部門：木戸，菅野、縄野、大内田): 昨年度に続き、必要かつ重要な論文リストを作成し、各計画班に共有可能にした。融合支援WG(森、小林):本当該年度は、巨大ポスターなど作成をすすめ、領域全体の成果を融合した形での発表を行った。渉外（広報）WG(森、二木、目加田、植村): 本当該年度も昨年度までと同様に業績をwebに掲載し、Newsletterを発行した。さらに領域内外に広く活動内容の広報を行った。人材育成WG(佐藤、鈴木): 昨年に引き続き、各計画班で著名な研究者を国内外から招聘し領域内研究者向けのセミナーを開催した。また、昨年度と同様に若手が自主的に形成したsubグループとして若手研究および学生向けの研究コンテツの作成を行った。国際連携支援WGを強化するため、総括班内に設置された国際活動支援班としては、本年度は昨年度に引き続き、各国研究機関との連携や国際学会におけるセッション開催等、国内外連携活動を支援した。臨床支援WG(藤田、増谷、大内田):各計画班と密に連絡をとり、重複の有無、連携関係の統合整備、各領域における専門用語の統一などを引き続き行い、医工連携研究の橋渡しを強化した。

Research Progress Status

平成30年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

平成30年度が最終年度であるため、記入しない。

Research Products

• [Int'l Joint Research] Cleveland Clinic/Harvard Medical School(米国)
  • Country Name: U.S.A.
  • Counterpart Institution: Cleveland Clinic/Harvard Medical School
• [Int'l Joint Research] Imperial College London/King's College London/University College London(英国)
  • Country Name: UNITED KINGDOM
  • Counterpart Institution: Imperial College London/King's College London/University College London
  • # of Other Institutions: 2
• [Int'l Joint Research] Technical University of Munchen(ドイツ)
  • Country Name: GERMANY
  • Counterpart Institution: Technical University of Munchen
• [Int'l Joint Research] Politecnico di Torino(イタリア)
  • Country Name: ITALY
  • Counterpart Institution: Politecnico di Torino
• [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: Surg Endosc Volume: 33(2) Pages: 651-657
  • DOI: 10.1007/s00464-018-6408-5
  • Peer Reviewed
• [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: Int J Cancer Volume: 144(6) Pages: 1401-1413
  • DOI: 10.1002/ijc.31775
  • Peer Reviewed
• [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: - Pages: 109530G
  • DOI: 10.1117/12.2512369
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Computer-aided CT image features improving the malignant risk prediction in pulmonary nodules suspicious for lung cancer (2019)
  • Author(s): Y. Kawata, T. Kageyama, N. Niki, M. Kusumoto, H. Ohmatsu, K. Aokage, G. Ishii, Y. Matsumoto, T. Tsuchida, K. Eguchi, M. Kaneko
  • Journal Title: Proc. SPIE 10950, SPIE Medical Imaging 2019 Volume: - Pages: 109501J
  • DOI: 10.1117/12.2512614
  • Peer Reviewed
• [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 10954, SPIE Medical Imaging 2019 Volume: - Pages: 109541E
  • DOI: 10.1117/12.2512058
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Metastatic lymph node analysis of colorectal cancer using quadruple-phase CT images (2019)
  • Author(s): K. Bando, R. Nishimoto, H. Suzuki, Y. Kawata, N. Niki, G. Iinuma
  • Journal Title: Proc. SPIE 10950, SPIE Medical Imaging 2019 Volume: - Pages: 109503U
  • DOI: 10.1117/12.2512738
  • Peer Reviewed
• [Journal Article] Cryobiopsy during flex-rigid pleuroscopy: an emerging alternative biopsy method in malignant pleural mesothelioma. A comparative study of pathology (2019)
  • Author(s): Nakai Toshiyuki、Matsumoto Yuji、Sasada Shinji、Tanaka Midori、Tsuchida Takaaki、Ohe Yuichiro、Motoi Noriko
  • Journal Title: Japanese Journal of Clinical Oncology Volume: - Pages: -
  • DOI: 10.1093/jjco/hyz032
  • Peer Reviewed
• [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: 7101115
  • DOI: ?10.1109/JSTQE.2018.2854595
  • Peer Reviewed
• [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: accepted Pages: -
  • DOI: 10.1002/rcs.1997
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Automated classification of pulmonary nodules through a retrospective analysis of conventional CT and two-phase PET images in patients undergoing biopsy (2019)
  • Author(s): A.Teramoto, M.Tsujimoto, T.Inoue, T.Tsukamoto, K.Imaizumi, H.Toyama, K.Saito, and H.Fujita
  • Journal Title: Asia Oceania Journal of Nuclear Medicine and Biology Volume: 7 Pages: 29-37
  • DOI: 10.22038/AOJNMB.2018.12014
  • Peer Reviewed / Open Access
• [Journal Article] Automated pulmonary nodule classification in computed tomography images using a deep convolutional neural network trained by generative adversarial networks (2019)
  • Author(s): Y.Onishi, A.Teramoto, M.Tsujimoto, K.Saito, H.Toyama, K.Imaizumi, and H.Fujita
  • Journal Title: BioMed Research International Volume: 2019 Pages: -
  • DOI: doi.org/10.1155/2019/6051939
  • Peer Reviewed / Open Access
• [Journal Article] AIによる医用画像のコンピュータ支援診断 (2019)
  • Author(s): 清水昭伸
  • Journal Title: 最新医学書院 Volume: 74 Pages: -
  • Peer Reviewed
• [Journal Article] Fully automated diagnostic system with artificial intelligence using endocytoscopy to identify the presence of histologic inflammation associated with ulcerative colitis (with video) (2019)
  • Author(s): Maeda Yasuharu、Kudo Shin-ei、Mori Yuichi、Misawa Masashi、Ogata Noriyuki、Sasanuma Seiko、Wakamura Kunihiko、Oda Masahiro、Mori Kensaku、Ohtsuka Kazuo
  • Journal Title: Gastrointestinal Endoscopy Volume: 89 Pages: 408～415
  • DOI: 10.1016/j.gie.2018.09.024
  • Peer Reviewed
• [Journal Article] A suppression method of a spread of the spot-like artifact for EPT by zero-point adjusting of the electric field (2019)
  • Author(s): M.Fushimi and T.Nara
  • Journal Title: 2nd International Workshop on MR-based Electrical Properties Tomography (IMEP2019) Volume: - Pages: 90-91
  • Peer Reviewed
• [Journal Article] 総合指数の数理 (2019)
  • Author(s): 清 智也
  • Journal Title: 応用数理 Volume: 29 Pages: 20-26
  • 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
  • Peer Reviewed
• [Journal Article] Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization (2019)
  • Author(s): Yokota Tatsuya、Hontani Hidekata
  • Journal Title: IEEE Access Volume: 7 Pages: 15669～15682
  • DOI: 10.1109/ACCESS.2019.2894622
  • Peer Reviewed / Open Access
• [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): Hiasa Yuta、Otake Yoshito、Tanaka Rie、Sanada Shigeru、Sato Yoshinobu
  • Journal Title: Medical Image Analysis Volume: 51 Pages: 144～156
  • DOI: 10.1016/j.media.2018.10.002
  • Peer Reviewed
• [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: 印刷中
  • DOI: 10.1038/s41598-018-36299-y
  • Peer Reviewed
• [Journal Article] Validation study of the CT-based cross-sectional evaluation of muscular atrophy and fatty degeneration around the pelvis and the femur (2019)
  • Author(s): Ogawa Takeshi、Takao Masaki、Otake Yoshito、Yokota Futoshi、Hamada Hidetoshi、Sakai Takashi、Sato Yoshinobu、Sugano Nobuhiko
  • Journal Title: Journal of Orthopaedic Science Volume: - Pages: 印刷中
  • DOI: 10.1016/j.jos.2019.02.004
  • Peer Reviewed
• [Journal Article] Influenza B associated paediatric acute respiratory infection hospitalization in central vietnam (2018)
  • 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 Other Respir Viruses Volume: - Pages: -
  • DOI: 10.1111/irv.12626
  • Peer Reviewed
• [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: Nihon Koshu Eisei Zasshi Volume: 65(11) Pages: 666-676
  • DOI: 10.11236/jph.65.11_666
  • Peer Reviewed
• [Journal Article] Objective assessment of robotic suturing skills with a new computerized system: A step forward in the training of robotic surgeons (2018)
  • Author(s): Busch C, Nakadate R, Uemura M, Obata S, Jimbo T, Hashizume M
  • Journal Title: Asian J Endosc Surg Volume: - Pages: -
  • DOI: 10.1111/ases.12672
  • Peer Reviewed
• [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
  • Peer Reviewed
• [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: Clim 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: Int J Infect Dis Volume: 75 Pages: 18-25
  • DOI: 10.1016/j.ijid.2018.08.001
  • Peer Reviewed
• [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) Pages: 1093-1099
  • DOI: 10.1507/endocrj.EJ18-0071
  • 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 Med Volume: 15(7) Pages: e1002629
  • 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 N, Kubo M, Miura D, Ohuchida K, Mizuuchi Y, Fujimura Y, Hayakawa E, Kai M, Oda Y, Mizumoto K, Hashizume M, Nakamura M
  • Journal Title: Anticancer Res Volume: 38(7) 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: Int J Geriatr 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: J Transl Med Volume: 16(1) Pages: 156
  • DOI: 10.1186/s12967-018-1532-5
  • Peer Reviewed
• [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
  • 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: Environ Health Perspect Volume: 126(5) Pages: 57002
  • DOI: 10.1289/EHP2546
  • Peer Reviewed
• [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, Lefor AK, Hashizume M
  • Journal Title: Comput Math Methods Med Volume: - Pages: -
  • DOI: 10.1155/2018/9873273
  • Peer Reviewed
• [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: Surg Endosc Volume: 32(7) Pages: 3386-3392
  • DOI: 10.1007/s00464-018-6188-y
  • Peer Reviewed
• [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 Negl Trop Dis Volume: 12(4) Pages: e0006331
  • DOI: 10.1371/journal.pntd.0006331
  • Peer Reviewed
• [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: -
  • DOI: 10.1016/j.canlet.2018.03.031
  • Peer Reviewed
• [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: 32 Pages: 66-70
  • DOI: 10.1016/j.legalmed.2017.12.010
  • Peer Reviewed
• [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 YH, Chen BY, Page LA, Hashizume M
  • Journal Title: Environ Health Perspect Volume: 126(3) Pages: 37002
  • DOI: 10.1289/EHP2223
  • Peer Reviewed
• [Journal Article] Laparoscopic ultrasound manipulator with a spring-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: 13(7) Pages: 1063-1072
  • DOI: 10.1007/s11548-018-1709-7
  • Peer Reviewed
• [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: Environ Int 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): Iijima K, Hashizume M
  • Journal Title: Protein Pept Lett Volume: 25(1) Pages: 25-33
  • DOI: 10.2174/0929866525666171221115033
  • Peer Reviewed
• [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: Geriatr Gerontol Int 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
• [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: Environ Int Volume: 110 Pages: 88-94
  • DOI: 10.1016/j.envint.2017.10.010
  • Peer Reviewed
• [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: Environ Int Volume: 110 Pages: 123-130
  • DOI: 10.1016/j.envint.2017.10.018
  • Peer Reviewed
• [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
• [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 S, Ikeda T, Okano S, Saeki H, Oki E, Oda Y, Hashizume M, Maehara Y
  • Journal Title: Histopathology Volume: 72(4) 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: Neurochem Int Volume: 119 Pages: 140-150
  • DOI: 10.1016/j.neuint.2017.08.012
  • 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] 腹腔鏡下血行遮断術にて止血が得られた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
• [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] Differences of tumor microenvironment between stage I lepidic-positive and lepidic-negative lung adenocarcinomas. (2018)
  • Author(s): Katsumata S, Aokage K, Miyoshi T, Tane K, Nakamura H, Sugano M, Kojima M, Fujii S, Kuwata T, Ochiai A, Hayashi R, Tsuboi M, Ishii G.
  • Journal Title: J Thorac Cardiovasc Surg Volume: 156(4) Pages: 1679-1688
  • DOI: 10.1016/j.jtcvs.2018.05.053
  • Peer Reviewed
• [Journal Article] Nintedanib prevented fibrosis progression and lung cancer growth in idiopathic pulmonary fibrosis. (2018)
  • Author(s): Fukunaga K, Yokoe S, Kawashima S, Uchida Y, Nakagawa H, Nakano Y.
  • Journal Title: Respirol Case Rep. Volume: 6(8) Pages: e00363
  • DOI: 10.1002/rcr2.363
  • 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): Aokage K, Miyoshi T, Ishii G, Kusumoto M, Nomura S et all
  • Journal Title: Journal of Thoracic Oncology Volume: 13(4) 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): Yanagawa M, Kusumoto M, Johkoh T, Noguchi M et all
  • Journal Title: Clinical Lung Cancer Volume: 19(3) Pages: e303-e312
  • DOI: 10.1016/j.cllc.2017.12.005
  • Peer Reviewed
• [Journal Article] High-resolution wide-field synchrotron radiation micro-CT for large human lung specimen imaging (2018)
  • Author(s): Umetani Keiji, Itoh Harumi, Yoshiki Kawata, Noboru Niki
  • Journal Title: Proc. SPIE 10816, SPIE Volume: - Pages: 108160A
  • DOI: 10.1117/12.2501282
  • Peer Reviewed
• [Journal Article] A GWAS identifies gastric cancer susceptibility loci at 12q24.11-1 12 and 20q11.21. (2018)
  • Author(s): Tanikawa C, Kamatani Y, Toyoshima O, Sakamoto H, Ito H, Takahashi A, Momozawa Y et all
  • Journal Title: Cancer Sci. Volume: 109(12) Pages: 4015-4024
  • Peer Reviewed
• [Journal Article] Distances Between Tensor Subspaces (2018)
  • Author(s): Itoh H, Imiya A, Sakai T
  • Journal Title: Frontiers in Artificial Intelligence and Applications Volume: 310 Pages: 50-59
  • Peer Reviewed
• [Journal Article] Variational Method for Multiresolution Image Registration (2018)
  • Author(s): Hosoya K, Sasaki R, Tanji K, Itoh H, Imiya A
  • Journal Title: Frontiers in Artificial Intelligence and Applications Volume: 310 Pages: 157-158
  • Peer Reviewed
• [Journal Article] Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition. (2018)
  • Author(s): Itoh H, Imiya A
  • Journal Title: Lecture Notes in Computer Science Volume: 11167 Pages: 277-290
  • 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] Extraction of GGO Candidate Regions on Thoracic CT Images using SuperVoxel-Based Graph Cuts for Healthcare Systems (2018)
  • Author(s): Huimin Lu, Masashi Kondo, Yujie Li, Jookooi Tan, Hyoungseop Kim, Seiichi Murakami, Takotoshi Aoki, Shoji Kido
  • Journal Title: Mobile Networks and Applications Volume: 23 Pages: 1669-1679
  • DOI: 10.1007/s11036-018-1111-2
  • Peer Reviewed
• [Journal Article] The ratio of cancer cells to stroma within the invasive area is a histologic prognostic parameter of lung adenocarcinoma. (2018)
  • Author(s): Ichikawa T, Aokage K, Sugano M, Miyoshi T, Kojima M, Fujii S, Kuwata T, Ochiai A, Suzuki K, Tsuboi M, Ishii G.
  • Journal Title: Lung Cancer Volume: 118 Pages: 30-35
  • DOI: 10.1016/j.lungcan
  • Peer Reviewed
• [Journal Article] Sub-solid nodule detectability in seven observers of seventy-nine clinical cases: comparison between ultra-low-dose chest digital tomosynthesis with iterative reconstruction and chest radiography by receiver-operating characteristics analysis. (2018)
  • Author(s): Nagatani Y, Takahashi M, Ikeda M, Nitta N, Miyata K, Hanaoka J, Nakano Y, Matsuo S, Hamada Y, Sonoda A, Otani H, Ushio N, Ohta S, Murakami Y, Kaneko C, Inoue A, Kida T, Murata K.
  • Journal Title: European Journal of Radiology Volume: 107 Pages: 166-174
  • DOI: 10.1016/j.ejrad.2018.08.006.
  • Peer Reviewed
• [Journal Article] Genome-wide association study to identify a new susceptibility locus for central serous chorioretinopathy in the Japanese population. (2018)
  • Author(s): Miki A, Sakurada Y, Tanaka K, Semba K, Mitamura Y, Yuzawa M, Tajima A, Nakatochi M, Yamamoto K, Matsuo K, Imoto I, Honda S.
  • Journal Title: Invest Ophthalmol Vis Sci. Volume: 59(13) Pages: 5542-5547
  • Peer Reviewed
• [Journal Article] Genome-wide association study identifies ERBB4 on 2q34 as a novel locus associated with sperm motility in Japanese men. (2018)
  • Author(s): Sato Y, Tajima A, Sato T, Nozawa S, Yoshiike M, Imoto I, Yamauchi A, Iwamoto T.
  • Journal Title: J Med Genet. Volume: 55(6) Pages: 415-21
  • DOI: 10.1136/jmedgenet-2017-104991.
  • Peer Reviewed
• [Journal Article] 大腸内視鏡治療誘導のためのRecurrent Neural Networkを用いた大腸内視鏡トラッキング手法の開発 (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: 日本バーチャルリアリティ学会論文誌 Volume: 23 Pages: 249-252
  • DOI: 10.18974/tvrsj.23.4_249
  • Peer Reviewed / 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
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Artificial intelligence and upper gastrointestinal endoscopy: current status and future perspective (2018)
  • Author(s): Yuichi Mori, Shin‐ei Kudo, Hussein Ebaid Naeem Mohmed, Masashi Misawa, Noriyuki Ogata, Hayato Itoh, Masahiro Oda, Kensaku Mori
  • Journal Title: Digestive endoscopy Volume: printing Pages: printing
  • DOI: 10.1111/den.13317
  • Peer Reviewed
• [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): Yuichi Mori, Shin-ei Kudo, Masashi Misawa, Yutaka Saito, Hiroaki Ikematsu, Yasuharu Maeda, Kenichi Takeda, Hiroki Nakamura, Katsuro Ichimasa, Toyoki Kudo, Takemasa Hayashi, Kunihiko Wakamura, Fumio Ishida, Haruhiro Inoue, Hayato Itoh, Masahiro Oda, Kensaku Mori, et all
  • Journal Title: Annals of Internal Medicine Volume: 169 Pages: 357-366
  • DOI: 10.7326/M18-0249
  • Peer Reviewed
• [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] Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience (2018)
  • Author(s): Masashi Misawa, Shin-ei Kudo, Yuichi Mori, Kenichi Takeda, Katsuro Ichimasa, Hiroki Nakamura, Yusuke Yagawa, Naoya Toyoshima, Noriyuki Ogata, Toyoki Kudo, Tomokazu Hisayuki, Takemasa Hayashi, Kunihiko Wakamura, Toshiyuki Baba, Fumio Ishida, Hayato Ito, Roth Holger, Kensaku Mori, et all
  • Journal Title: Gastroenterology Volume: 154 Pages: 2027-2029
  • DOI: 10.1053/j.gastro.2018.04.003
  • Peer Reviewed
• [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: ?org/10.1111/den.13005
  • Peer Reviewed
• [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 Pages: 236?243
  • DOI: https://doi.org/10.1016/j.bspc.2018.03.002
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Real-Time Use of Artificial Intelligence in Identification of Diminutive Polyps During Colonoscopy (2018)
  • Author(s): Mori Y、Kudo S、Misawa M、Saito Y、Ikematsu H、Hotta K、Mori K et all
  • Journal Title: Annals of Internal Medicine Volume: 169 Pages: 357～357
  • DOI: 10.7326/M18-0249
  • Peer Reviewed
• [Journal Article] Potential of artificial intelligence-assisted colonoscopy using an endocytoscope (with video) (2018)
  • Author(s): Mori Yuichi、Kudo Shin-ei、Mori Kensaku
  • Journal Title: Digestive Endoscopy Volume: 30 Pages: 52～53
  • DOI: 10.1111/den.13005
  • Peer Reviewed
• [Journal Article] An Explicit Method for MR-Based Electrical Properties Reconstruction Free from Their Boundary Values (2018)
  • Author(s): M.Fushimi and T.Nara
  • Journal Title: Joint Annual Meeting ISMRM-ESMRMB 2018 Volume: - Pages: 5092
  • Peer Reviewed
• [Journal Article] Magnetic Resonance Based Electrical Properties Reconstruction with Total Variation Regularization and Zero-point Control of Electric Fields (2018)
  • Author(s): M.Fushimi and T.Nara
  • Journal Title: Proceedings of PIERS 2018 Volume: - Pages: 49
  • Peer Reviewed
• [Journal Article] A Series Expansion Method for Reconstruction of the Admittivity Around the Zero Point of the Electric Field in Magnetic Resonance Electrical Property Tomography (2018)
  • Author(s): T.Nara, M.Fushimi and K.Ariga
  • Journal Title: SICE Annual Conference 2018 Volume: - Pages: 印刷中
  • Peer Reviewed
• [Journal Article] Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition (2018)
  • Author(s): Hayato Itoh, Atsushi Imiya
  • Journal Title: Lecture Notes in Computer Science Volume: 11167 Pages: 277-290
  • Peer Reviewed
• [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
  • Peer Reviewed
• [Journal Article] Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting (2018)
  • Author(s): Kawamura Naoki、Yokota Tatsuya、Hontani Hidekata
  • Journal Title: International Journal of Biomedical Imaging Volume: 2018 Pages: 1～17
  • DOI: 10.1155/2018/9262847
  • Peer Reviewed / Open Access
• [Journal Article] Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method (2018)
  • Author(s): Yokota Futoshi、Otake Yoshito、Takao Masaki、Ogawa Takeshi、Okada Toshiyuki、Sugano Nobuhiko、Sato Yoshinobu
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 13 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
• [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: 印刷中
  • DOI: 10.1177/2309499018778325
  • Peer Reviewed
• [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
• [Presentation] 低線量ＣＴ肺がん検診のCADe/CADxシステム (2019)
  • Author(s): 仁木 登
  • Organizer: 第11回呼吸機能イメージング研究会学術集会
• [Presentation] 拡大CT画像を用いた肺腺がん(病期IA)のコンピュータ支援予後予測 (2019)
  • 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 裕司, 江口 研二, 金子 昌弘
  • Organizer: 第11回呼吸機能イメージング研究会学術集会
• [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 (2019)
  • 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: 第11回呼吸機能イメージング研究会学術集会
  • Invited
• [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] 長期経年低線量CT画像を用いた肺気腫関連SNPの探索 (2019)
  • Author(s): 野﨑 元貴, 遠藤 和輝, 守本 達郎, 鈴木 秀宣, 河田 佳樹, 仁木 登, 丹下 正一朗, 増田 清士, 井本 逸勢, 金子 昌弘
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 3時相腹部造影CT画像による直腸がんの領域リンパ節解析 (2019)
  • Author(s): 西本 廉, 坂東 佳祐, 鈴木 秀宣, 河田 佳樹, 仁木 登, 飯沼 元
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 胸部CT画像・診療情報による肺がん確率予測モデルの構築 (2019)
  • Author(s): 景山 健, 河田 佳樹, 仁木 登, 楠本 昌彦 他
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [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): Shoji Kido, Yasushi Hirano, Shingo Mabu
  • Organizer: The Joint 2019 International Workshop on Advanced Image Technology (IWAIT) & International Forum on Medical Imaging in Asia (IFMIA)
• [Presentation] Data enhancement of deep learning for thoracic imaging (2019)
  • Author(s): Shoji Kido, Yasushi Hirano, Shingo Mabu
  • 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): Ami Atsumo, 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] Detection of pulmonary nodules on chest X-ray images using R-CNN. (2019)
  • Author(s): Risa Takemiya, Shoji Kido, Yasushi Hirano, Shingo Mabu
  • Organizer: The Joint 2019 International Workshop on Advanced Image Technology (IWAIT) & International Forum on Medical Imaging in Asia (IFMIA)
• [Presentation] Segmentation of lung region from chest X-ray images using U-net. (2019)
  • Author(s): Keigo Furutani, Yasushi Hirano, Shoji Kido
  • Organizer: The Joint 2019 International Workshop on Advanced Image Technology (IWAIT) & International Forum on Medical Imaging in Asia (IFMIA)
• [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] 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] 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: 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] A possible extension of regression analysis for imbalanced binary data (2019)
  • Author(s): 清 智也
  • Organizer: RIMS共同研究「最尤法とベイズ法」
• [Presentation] Regression analysis for imbalanced binary data: an answer to Prof. Sibuya's questions (2019)
  • Author(s): Sei, T.
  • Organizer: Pioneering Workshop on Extreme Value and Distribution Theories -- In Honor of Professor Masaaki Sibuya
  • Int'l Joint Research
• [Presentation] Geometry of generalized entropy (2019)
  • Author(s): Hiroshi Matsuzoe
  • Organizer: Information Geometry and Affine Differential Geometry III
  • Int'l Joint Research / Invited
• [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] Tensor Completion with Shift-invariant Cosine Bases (2019)
  • Author(s): Tatsuya Yokota and Hidekata Hontani
  • Organizer: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
  • Int'l Joint Research
• [Presentation] Simultaneous PET Image Reconstruction and Feature Extraction Method using Non-negative, Smooth, and Sparse Matrix Factorization (2019)
  • Author(s): Kazuya Kawai and Hidekata Hontani and Tatsuya Yokota and Muneyuki Sakata and Yuichi Kimura
  • Organizer: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
  • Int'l Joint Research
• [Presentation] Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space (2019)
  • Author(s): Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani
  • Organizer: CVPR 2019
  • Int'l Joint Research
• [Presentation] Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image (2019)
  • Author(s): Tomoshige Shimomura, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
  • Organizer: Miccai Workshop, COMPAY
  • Int'l Joint Research
• [Presentation] Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains (2019)
  • Author(s): Mauricio Kugler, Yushi Goto, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
  • Organizer: Miccai Workshop, COMPAY
  • Int'l Joint Research
• [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] 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
• [Presentation] Perspectives on regulatory and ethical considerations. (2018)
  • Author(s): Hashizume M
  • Organizer: The Academy of Medical Sciences (JSPS)
• [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] 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’Uroligi
  • Int'l Joint Research
• [Presentation] 胸部CT画像・診療情報による肺結節の悪性リスクモデルの構築 (2018)
  • Author(s): 景山 健, 河田 佳樹, 鈴木 秀宣, 仁木 登, 楠本 昌彦, 大松 広伸, 青景 圭樹, 土田 敬明, 松元 裕司, 江口 研二, 金子 昌弘
  • Organizer: 第26回日本CT検診学会学術集会
• [Presentation] 胸部3次元CT画像を用いたじん肺の粒状影の定量的評価 (2018)
  • Author(s): 日野 公貴, 松廣 幹雄, 鈴木 秀宣, 河田 佳樹, 仁木 登, 加藤 勝也, 岸本 卓巳, 芦澤 和人
  • Organizer: 第26回日本CT検診学会学術集会
• [Presentation] 3時相造影CT画像を用いた大腸がんの転移性リンパ節解析 (2018)
  • Author(s): 坂東 佳祐, 西本 廉, 鈴木 秀宣, 河田 佳樹, 仁木 登, 飯沼 元
  • Organizer: 第26回日本CT検診学会学術集会
• [Presentation] 低線量ＣＴ肺がん検診のCADe/CADxシステム (2018)
  • Author(s): 河田 佳樹，鈴木 秀宣，仁木 登
  • Organizer: 画像電子学会 第288回研究会
  • Invited
• [Presentation] 多時相造影CT画像を用いた腎臓解析 (2018)
  • Author(s): 松下 和樹, 岩﨑 正弥, 鈴木 秀宣, 河田 佳樹, 仁木 登, 飯沼 元
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 3次元CT画像を用いたじん肺の重症度診断基準に関する粒状影の定量的評価 (2018)
  • Author(s): 日野 公貴, 松廣 幹雄, 鈴木 秀宣, 河田 佳樹, 仁木 登, 加藤 勝也, 岸本 卓巳, 芦澤 和人
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] ゲノム・画像情報を用いた早期COPD検診法の研究開発 (2018)
  • Author(s): 野﨑 元貴, 遠藤 和輝, 守本 達郎, 鈴木 秀宣, 河田 佳樹, 仁木 登, 丹下 正一朗, 増田 清士, 井本 逸勢, 金子 昌弘
  • Organizer: 電子情報通信学会技術研究報告医用画像
• [Presentation] 造影マルチスライスCT画像における大腸がんの転移性リンパ節解析 (2018)
  • Author(s): 坂東 佳祐, 鈴木 秀宣, 河田 佳樹, 仁木 登, 飯沼 元
  • Organizer: 第37回日本医用画像工学会大会
• [Presentation] 3次元CT画像を用いたじん肺の重症度診断基準の定量的評価 (2018)
  • Author(s): 日野 公貴, 松廣 幹雄, 鈴木 秀宣, 河田 佳樹, 仁木 登, 加藤 勝也, 岸本 卓巳, 芦澤 和人
  • Organizer: 第37回日本医用画像工学会大会
• [Presentation] 多時相造影CT画像を用いた腎臓解析 (2018)
  • Author(s): 松下 和樹, 鈴木 秀宣, 河田 佳樹, 仁木 登, 飯沼 元
  • Organizer: 第37回日本医用画像工学会大会
• [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] PANCANモデル，Lung-RADSにおける肺結節の悪性リスク評価 (2018)
  • Author(s): 景山 健, 河田 佳樹, 仁木 登, 楠本 昌彦, 大松 広伸, 青景 圭樹, 土田 敬明, 松元 裕司, 江口 研二, 金子 昌弘
  • Organizer: 第37回日本医用画像工学会大会
• [Presentation] ゲノム・画像情報を用いた早期COPD検診法の研究開発 (2018)
  • Author(s): 野崎 元貴, 鈴木 秀宣, 河田 佳樹, 仁木 登, 増田 清士, 井本 逸勢, 金子 昌弘
  • Organizer: 第37回日本医用画像工学会大会
• [Presentation] Segmentation of lung nodules on MDCT images by using 3D Conv-DeconvNet (2018)
  • Author(s): Kidera Shunsuke, Kido Shoji, Hirano Yasushi, Mabu Shingo, Tanaka Nobuyuki
  • Organizer: Computer Assisted Radiology and Surgery, 32th International Congress and Exhibition (CARS2018)
  • Int'l Joint Research
• [Presentation] 3D residual convolutional networks for computer-aided detection of polyps in CT colonography (2018)
  • Author(s): T. Uemura, H. Lu, H. Kim, R. Tachibana, T. Hironaka, J. Nappi, H. Yoshida
  • Organizer: Computer Assisted Radiology and Surgery, 32th International Congress and Exhibition (CARS2018)
  • Int'l Joint Research
• [Presentation] Deep Learning Techniques for Automated Segmentation of Diffuse Lung Disease Opacities on CT Images (2018)
  • Author(s): Shoji Kido, Kanako Murakami, Noriaki Hashimoto, Yasushi Hirano, Shingo Mabu, Kenji Suzuki
  • Organizer: RSNA2018
  • Int'l Joint Research
• [Presentation] Automated Construction of the Optimal Structure for 3D CNN by Using the Bayesian Optimization (2018)
  • Author(s): Yasushi Hirano, Takayoshi Ito, Shoji Kido, Shingo Iwano
  • Organizer: RSNA2018
  • Int'l Joint Research
• [Presentation] Data Enhancement of Deep Learning for Medical Image Analysis: How Do We Increase Precisely Labeled Training Images? (2018)
  • Author(s): Shingo Mabu, Shoji Kido, Yasushi Hirano, Takashi Kuremoto
  • Organizer: RSNA2018
  • Int'l Joint Research
• [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] Unsupervised deep learning based registration for aligning micro CT and histology images (2018)
  • Author(s): Kai Nagara, Shota Nakamura, Holger Roth, Masahiro Oda, 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] Deformation matching of laparoscopic gastrectomy Navigation based on finite element analysis (2018)
  • Author(s): Tao Chen, Guodong Wei, Weili Shi, Y. Hu, J. Yu, Zhengang Jiang, 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] 人工知能技術を用いた医療支援 - 医用画像診断支援の経験より (2018)
  • 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
• [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] Admission decision using the maximum entropy principle (2018)
  • Author(s): Sei, T.
  • Organizer: Entropy 2018
  • Int'l Joint Research
• [Presentation] An objective general index for separation (2018)
  • Author(s): Sei, T.
  • Organizer: IMS-APRM 2018
  • Int'l Joint Research
• [Presentation] 高次元大標本における客観的総合指数の不一致性 (2018)
  • Author(s): 清 智也
  • Organizer: 大規模統計モデリングと計算統計V
• [Presentation] A general index for admission decisions (2018)
  • Author(s): 清 智也
  • Organizer: 統計関連学会連合大会
• [Presentation] Inconsistency of diagonal scaling under high-dimensional limit (2018)
  • Author(s): Sei, T.
  • Organizer: International Symposium on Statistical Theory and Methodology for Large Complex Data
  • Int'l Joint Research
• [Presentation] Sequential Structures of Statistical Manifolds (2018)
  • Author(s): Hiroshi Matsuzoe
  • Organizer: Entropy 2018
  • Int'l Joint Research
• [Presentation] Dually flat structures for q-Gaussian families (2018)
  • Author(s): Hiroshi Matsuzoe
  • Organizer: IMS Annual Meeting on Probability and Statistics
  • Int'l Joint Research
• [Presentation] Sequential structures of statistical manifolds on deformed exponential families (2018)
  • Author(s): Hiroshi Matsuzoe
  • Organizer: 5th International Conference on Recent Advances in Pure and Applied Mathematics
  • Int'l Joint Research
• [Presentation] Sequential structures of statistical manifolds (2018)
  • Author(s): Hiroshi Matsuzoe
  • Organizer: International Colloquium on Differential Geometry and its Related Fields
  • 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] 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
• [Book] 多元計算解剖学の基礎と臨床への応用 (2018)
  • Author(s): 橋爪 誠
  • Total Pages: 304
  • Publisher: 誠文堂新光社
  • ISBN: 4416518242
• [Book] Chap. 8 Relaxed Optimisation for Tensor Principal Component Analysis and Applications to Recognition, Compression and Retrieval of Volumetric Shapes in Imaging, Vision and Learning Based on Optimization and PDEs (2018)
  • Author(s): Itoh H,Imiya A ,Sakai T
  • Total Pages: 255
  • Publisher: Springer
• [Book] 最先端医療機器の病院への普及展望と今後の製品開発 (2018)
  • Author(s): 森 健策
  • Total Pages: 9
  • Publisher: (株)技術情報協会
• [Book] Chap. 8 Relaxed Optimisation for Tensor Principal Component Analysis and Applications to Recognition, Compression and Retrieval of Volumetric Shapes in Based on Optimization and PDEsImaging, Vision and Learning (2018)
  • Author(s): Hayato Itoh Atsushi Imiya Tomoya Sakai (Xue-Cheng Tai, Egil Bae, Marius Lysaker eds)
  • Total Pages: 255
  • Publisher: Springer
• [Remarks] diffusion Magnetic Resonance Image Analyzer
  • URL: http://www.medimg.info.hiroshima-cu.ac.jp/diMaRIA/diMaRIA.htm