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

2018 Fiscal Year Annual Research Report

• Project Area: Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy
• Project/Area Number: 15K21716
• 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): 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) 東京女子医科大学, 医学部, 准教授 (20345268)
• Project Period (FY): 2015-11-06 – 2019-03-31
• Keywords: 計算解剖学 / 医用画像 / 医用イメージング

Outline of Annual Research Achievements

当該年度も昨年度と同様に新たに設置した運営委員会の下、主に4つの新たな国際活動拠点群を形成し、国際活動支援を実施した。これに基づき、国際連携多元計算解剖学の国際ネットワークを構築し、国際水準の若手育成と一流論文誌での国際共著論文発表を促進した。また、当該年度も引き続き、国際連携運営委員会を開催し、昨年度と同様に海外の連携拠点の主要研究者もメンバーに加えた。具体的な国際的な共同研究活動としては、4月には、九州大学の大内田、岩本、進藤らを米国ボルティモアのJohns Hopkins大学の米国一の膵臓癌研究施設であるProf. Jun Yuらの研究グループとともに、データベース化した実際の患者術前CT画像とMR画像を、術後病理組織から取得したmicro CT画像と比較し、その診断能を含めた実臨床における実現可能性と有用性に関して討論した。6月には橋爪誠がベルリンに、8月には溝口岳らをニューヨークのRiverside Researchに、9月には鈴木直樹らをソルトレイクシティ のMayo Clinicに、11月にドイツ・ハンブルグに、11月から12月にかけて宗﨑良太がドバイに、12月には宮内翔子らをロンドンのImperial College Londonに、1月から2月にかけておよび3月に小林聡、CHO BYUNGHYUNらを韓国ソウルの大邱に派遣し、共同国際研究に関しての打合せをおこなった。また、4月から6月にかけてMANESCO CLARA MARILYNを京都を中心に招聘し、同様に国際共同研究の打ち合わせを行った。

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)
  • Country Name: U.S.A.
  • Counterpart Institution: Cleveland Clinic/Harvard Medical School/アメリカ国立衛生研究所（NIH）
  • # of Other Institutions: 4
• [Int'l Joint Research] 北京航空航天大学/東北大学/広西大学(中国)
  • Country Name: CHINA
  • Counterpart Institution: 北京航空航天大学/東北大学/広西大学
  • # of Other Institutions: 1
• [Int'l Joint Research] シンガポール国立大学(シンガポール)
  • Country Name: SINGAPORE
  • Counterpart Institution: シンガポール国立大学
• [Int'l Joint Research] ベルン大学(スイス)
  • Country Name: SWITZERLAND
  • Counterpart Institution: ベルン大学
• [Int'l Joint Research] the University of Auckland/the University of Otago(ニュージーランド)
  • Country Name: NEW ZEALAND
  • Counterpart Institution: the University of Auckland/the University of Otago
• [Int'l Joint Research]
  • # of Other Countries: 1
• [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): Hiasa Y, Otake Y, Tanaka R, Sanada S, Sato Y,
  • Journal Title: Medical image analysis Volume: 1;51 Pages: 144-56
  • 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 T, Otake Y, Uemura K, Takao M, Sugano N, Sato Y.
  • Journal Title: Scientific reports Volume: 22;9(1) Pages: 305
  • DOI: 10.1038/s41598-018-36299-y
  • Peer Reviewed / Open Access
• [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 T, Takao M, Otake Y, Yokota F, Hamada H, Sakai T, Sato Y, Sugano N.
  • Journal Title: J Orthop Sci Volume: - Pages: (in press)
  • DOI: 10.1016/j.jos.2019.02.004.
  • Peer Reviewed
• [Journal Article] Influenza B associated paediatric acute respiratory infection hospitalization in central vietnam (2019)
  • Author(s): Yoshihara Keisuke、Le Minh Nhat、Toizumi Michiko、Nguyen Hien Anh、Vo Hien Minh、Odagiri Takato、Fujisaki Seiichiro、Ariyoshi Koya、Moriuchi Hiroyuki、Hashizume Masahiro、Dang Duc Anh、Yoshida Lay‐Myint
  • Journal Title: Influenza and Other Respiratory Viruses Volume: 13 Pages: 248～261
  • DOI: 10.1111/irv.12626
  • Peer Reviewed
• [Journal Article] Pulmonary blood vessels extraction from dual-energy CT images using a synchrotron radiation micro-CT (2019)
  • Author(s): Saito Kurumi、Ohnishi Satoru、Fuketa Shota、Kawata Yoshiki、Niki Noboru、Umetani Keiji、Sakai Hiroaki、Nakano Yasutaka、Okamoto Toshihiro、Itoh Harumi
  • 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] Deep radiomic precision CT imaging for prognostic biomarkers for interstitial lung diseases (2019)
  • Author(s): Uemura Tomoki、Matsuhiro Mikio、Watari Chinatsu、N?ppi Janne、Nasirudin Radin、Hironaka Toru、Kawata Yoshiki、Niki Noboru、Yoshida Hiroyuki
  • Journal Title: Proc. SPIE 10953, SPIE Medical Imaging 2019 Volume: - Pages: 109541E
  • 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: - Pages: 印刷中
  • 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): Zhou Xiangrong、Kojima Takuya、Wang Song、Zhou Xinxin、Hara Takeshi、Nozaki Taiki、Matsusako Masaki、Fujita Hiroshi
  • Journal Title: Proc. SPIE, Medical Imaging 2019: Computer-Aided Diagnosis Volume: - Pages: 印刷中
  • DOI: 10.1117/12.2512651
  • Peer Reviewed
• [Journal Article] Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration (2019)
  • Author(s): Jiang Huiyan、Yu Hengjian、Zhou Xiangrong、Kang Hongjian、Wang Zhiguo、Hara Takeshi、Fujita Hiroshi
  • Journal Title: Proc. SPIE, Medical Imaging 2019: Computer-Aided Diagnosis Volume: - Pages: 印刷中
  • DOI: 10.1117/12.2512698
  • Peer Reviewed
• [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: - Pages: 印刷中
  • 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: 7101115
  • DOI:  10.1109/JSTQE.2018.2854595
  • 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
• [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: 13(7) 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 G, Saito K, Nagatsuka K, Otake Y, Sato Y
  • Journal Title: Medical Physics Volume: 45(11) 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 K, Takao M, Otake Y, Hamada H, Sakai T, Sato Y, Sugano N,
  • Journal Title: Journal of Orthopaedic Surgery Volume: 31;26(2) Pages: -
  • 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 S, Hashimoto A, Nakamura T, Hiraiwa S, Sato H, Sato Y, Tajiri T, Miyajima A,
  • Journal Title: Biomedical Reports Volume: 8(4) Pages: 373-377
  • DOI: 10.3892/br.2018.1059
  • Peer Reviewed / Open Access
• [Journal Article] 川崎市におけるリアルタイムサーベイランスと感染症発生動向調査の比較 (2018)
  • Author(s): 中村 孝裕、丸山 絢、三﨑 貴子、岡部 信彦、眞明 圭太、橋爪 真弘、村上 義孝、西脇 祐司
  • Journal Title: 日本公衆衛生雑誌 Volume: 65 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 Caleb、Nakadate Ryu、Uemura Munenori、Obata Satoshi、Jimbo Takahiro、Hashizume Makoto
  • Journal Title: Asian Journal of Endoscopic Surgery Volume: - Pages: 印刷中
  • DOI: 10.1111/ases.12672
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Viral Acute Respiratory Illnesses in Young Infants Increase the Risk of Respiratory Readmission (2018)
  • Author(s): Toizumi Michiko、Suzuki Motoi、Nguyen Hien Anh Thi、Le Minh Nhat、Ariyoshi Koya、Moriuchi Hiroyuki、Hashizume Masahiro、Dang Duc Anh、Yoshida Lay-Myint
  • Journal Title: The Pediatric Infectious Disease Journal Volume: 37 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 Ana Maria、Guo Yuming、Sera Francesco、Huber Veronika eta all
  • Journal Title: Climatic Change Volume: 150 Pages: 391～402
  • DOI: 10.1007/s10584-018-2274-3
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Colorectal endoscopic submucosal dissection using novel articulating devices: a comparative study in a live porcine model (2018)
  • Author(s): Okamoto Yasuharu、Nakadate Ryu、Nakamura Shotaro、Arata Jumpei、Oguri Susumu、Moriyama Tomohiko、Esaki Motohiro、Iwasa Tsutomu、Ohuchida Kenoki、Akahoshi Tomohiko、Ikeda Tetsuo、Kitazono Takanari、Hashizume Makoto
  • Journal Title: Surgical Endoscopy Volume: 33 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 (2018)
  • Author(s): Okumura T、Ohuchida K、Kibe S、Iwamoto C、Ando Y et all
  • Journal Title: International Journal of Cancer Volume: 144 Pages: 1401～1413
  • DOI: 10.1002/ijc.31775
  • Peer Reviewed
• [Journal Article] Seasonality of respiratory viruses causing hospitalizations for acute respiratory infections in children in Nha Trang, Vietnam (2018)
  • Author(s): Althouse Benjamin M、Flasche Stefan、Minh Le Nhat、Thiem Vu Dinh、Hashizume Masahiro、Ariyoshi Koya、Anh Dang Duc、Rodgers Gail L.、Klugman Keith P.、Hu Hao、Yoshida Lay-Myint
  • 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 Norimitsu、Azami Tetsushi、Iida Tatsuya、Mikura Kentaro、Imai Hideyuki、Kaji Mariko、Hashizume Mai、Kigawa Yasuyoshi、Koizumi Go、Tadokoro Rie、Endo Kei、Iizaka Toru、Saiki Ryo、Otsuka Fumiko、Norose Tomoko、Yamagishi Motoki、Kurokawa Ippei、Oike Nobuyuki、Sasaki Haruaki、Nagasaka Shoichiro
  • Journal Title: Endocrine Journal Volume: 65 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-C et all
  • Journal Title: PLOS Medicine Volume: 15 Pages: 印刷中
  • 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 Research 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 Kazushige、Fuchikami Manabu、Hashizume Masahiro、Okada Satoshi、Kawai Hisashi、Obuchi Shuichi、Hirano Hirohiko、Fujiwara Yoshinori、Hachisu Mitsugu、Hongyong Kim、Morinobu Shigeru
  • Journal Title: International Journal of Geriatric Psychiatry Volume: 33 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 Alison、John Markus R.、Cho Hannah、Hashizume Misato、Choy Ernest H.
  • Journal Title: Journal of Translational Medicine Volume: 16 Pages: 印刷中
  • 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 Shunsuke、Nomoto Hiroki、Yoshitomi Toru、Iijima Kazutoshi、Hashizume Mineo、Yoshimoto Keitaro
  • Journal Title: Analytical Chemistry Volume: 90 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 Yeonseung、Yang Daewon、Gasparrini Antonio、Vicedo-Cabrera Ana M.、Fook Sheng Ng Chris、Kim Yoonhee、Honda Yasushi、Hashizume Masahiro
  • Journal Title: Environmental Health Perspectives Volume: 126 Pages: 057002～057002
  • DOI: 10.1289/EHP2546
  • Peer Reviewed / 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 Munenori、Tomikawa Morimasa、Miao Tiejun、Souzaki Ryota、Ieiri Satoshi、Akahoshi Tomohiko、Lefor Alan K.、Hashizume Makoto
  • Journal Title: Computational and Mathematical Methods in Medicine Volume: 2018 Pages: 1～6
  • 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 Tsutomu、Nakadate Ryu、Onogi Shinya、Okamoto Yasuharu、Arata Jumpei、Oguri Susumu、Ogino Haruei、Ihara Eikichi、Ohuchida Kenoki、Akahoshi Tomohiko、Ikeda Tetsuo、Ogawa Yoshihiro、Hashizume Makoto
  • Journal Title: Surgical Endoscopy Volume: 32 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 Naohiko、Ng Chris Fook Sheng、Kim Yoonhee、Suzuki Motoi、Saito Nobuo、Ariyoshi Koya、Salva Eumelia P.、Dimaano Efren M.、Villarama Jose B.、Go Winston S.、Hashizume Masahiro
  • Journal Title: PLOS Neglected Tropical Diseases Volume: 12 Pages: 印刷中
  • 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 Kazuhiro、Ohuchida Kenoki、Ando Yohei、Kibe Shin、Nakayama Hiromichi、Takesue Shin、Endo Sho、Abe Toshiya、Okumura Takashi、Iwamoto Chika、Moriyama Taiki、Nakata Kohei、Miyasaka Yoshihiro、Ohtsuka Takao、Nagai Eishi、Mizumoto Kazuhiro、Hashizume Makoto、Nakamura Masafumi
  • Journal Title: Cancer Letters Volume: 425 Pages: 65～77
  • 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 Chika、Ohuchida Kenoki、Okumura Miki、Usumoto Yosuke、Kishimoto Junji、Murata Masaharu、Ikeda Noriaki、Hashizume Makoto
  • Journal Title: Legal Medicine 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 Yoonhee、Ng Chris Fook Sheng、Chung Yeonseung、Kim Ho、Honda Yasushi、Guo Yue Leon、Lim Youn-Hee、Chen Bing-Yu、Page Lisa A.、Hashizume Masahiro
  • Journal Title: Environmental Health Perspectives Volume: 126 Pages: 037002～037002
  • DOI: 10.1289/EHP2223
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Laparoscopic ultrasound manipulator with a spring-based elastic mechanism (2018)
  • Author(s): Arata Jumpei、Fukami Kazunari、Oguri Susumu、Onogi Shinya、Ikeda Tetsuo、Nakadate Ryu、Sakaguchi Masamichi、Akahoshi Tomohiko、Harada Kanako、Mitsuishi Mamoru、Hashizume Makoto
  • Journal Title: International Journal of Computer Assisted Radiology and Surgery Volume: 13 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 Ana M.、Sera Francesco、Guo Yuming et all
  • 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): Iijima Kazutoshi、Hashizume Mineo
  • Journal Title: Protein & Peptide Letters Volume: 25 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 Mitsugu、Hashizume Masahiro、Kawai Hisashi、Hirano Hirohiko、Kojima Motonaga、Fujiwara Yoshinori、Obuchi Shuichi、Ihara Kazushige
  • Journal Title: Geriatrics & Gerontology International Volume: 18 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 Takahito、Murata Masaharu、Kang Jeong-Hun、Piao Jing Shu、Narahara Sayoko、Hyodo Fuminori、Hamano Nobuhito、Guo Jie、Oguri Susumu、Ohuchida Kenoki、Hashizume Makoto
  • 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 Satbyul Estella、Bell Michelle L.、Hashizume Masahiro、Honda Yasushi、Kan Haidong、Kim Ho
  • 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 Whanhee、Bell Michelle L.、Gasparrini Antonio、 et all
  • 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 Kazuhiro、Ohuchida Kenoki、Takesue Shin、 et all
  • Journal Title: Cancer Letters 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 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 Norihiro、Nakano Takanari、Ida Yui、Ito Rina、Hashizume Miki、Yamaguchi Arisa、Seo Makoto、Araki Tomoyuki、Hojo Yasushi、Honke Koichi、Murakoshi Takayuki
  • 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: - Pages: 印刷中
  • 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): Tachibana Rie、Nippi Janne J.、Ota Junko、Kohlhase Nadja、Hironaka Toru、Kim Se Hyung、Regge Daniele、Yoshida Hiroyuki
  • 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 Pages: 印刷中
  • 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: - Pages: 印刷中
  • Peer Reviewed / Int'l Joint Research
• [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: 印刷中 Pages: 印刷中
  • 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): Y Mori, S Kudo, M Misawa, Y Saito, H Ikematsu, K Hotta, K Ohtsuka, F Urushibara, S Kataoka, Y Ogawa, Y Maeda, K Takeda, H Nakamura, K Ichimasa, T Kudo, T Hayashi, K Wakamura, F Ishida, H Inoue, H Itoh, M Oda, K Mori
  • 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): M Misawa, S Kudo, Y Mori, T Cho, S Kataoka, A Yamauchi, Y Ogawa, Y Maeda, K Takeda, K Ichimasa, H Nakamura, Y Yagawa, N Toyoshima, N Ogata, T Kudo, T Hisayuki, T Hayashi, K Wakamura, T Baba, F Ishida, H Ito, R Holger, K Mori
  • 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
• [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
• [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] 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
  • ISBN: 978-4-86104-714-5 
• [Remarks] 多元計算解剖学
  • URL: http://wiki.tagen-compana.org/mediawiki/index.php/Main_Page
• [Remarks] 岐阜大学藤田研究室
  • URL: http://www.fjt.info.gifu-u.ac.jp/index.html
• [Remarks] diffusion Magnetic Resonance Image Analyzer page
  • URL: http://www.medimg.info.hiroshima-cu.ac.jp/diMaRIA/diMaRIA.htm