Rchr

J-GLOBAL ID：200901068340726105 Update date: Sep. 22, 2024

Mori Kensaku

モリケンサク | Mori Kensaku

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://www.newves.org/~mori

Research field (2)： Medical systems , Perceptual information processing

Research keywords (8)： artificial intelligence , computer aided diagnosis , computer assisted surgery , medical image processing , machine learning , pattern recognition , high-dimensional image processing , Image processing

Research theme for competitive and other funds (71)：

2024 - 2028 Realization of an anatomical structure context-aware surgical assistance system
2024 - 2028 サブドメインデータを用いた手術シーン認識と術中危険予測の実現
2024 - 2027 Development of a real-time surgical skill evaluation system by using machine learning and AI image analysis for pediatric surgery improvement
2022 - 2025 Development of surgical navigation system for esophageal atresia / tracheoesophageal fistula using AI Image analysis and forceps location information
2022 - 2025 Development of anti-Parkinson's disease drugs enhancing neuronal autophagy

2021 - 2024 Realization of exhaustive mathematical analysis of micro-anatomical structure for micro computational anatomy

2021 - 2024 AIを活用した気管支腔内超音波断層法(EBUS)画像解析

2019 - 2022 Development of an ultra-high-speed brain scanner for comprehensive imaging of the entire human brain

2019 - 2022 The establish of off the job training for pediatric minimally invasive surgery and automated analysis system of operative technique

2017 - 2021 Anatomical structure-driven endoscopic surgery assistance – toward contents-based surgical navigation

2019 - 2020 医用画像に基づく計算解剖学の多元化と高度知能診断・治療への展開

2017 - 2020 Automated anatomical structure recognition for the age of high resolution medical images – Toward emerging of micro imaging anatomy

2017 - 2019 Automated diagnosis for colonoscopy using deep learning

2016 - 2019 Elucidation of the mechanism of change in cardiac fiber orientation under heart failure

2015 - 2019 Creation of an international joint research base based on Multidisciplinary computational anatomy

2015 - 2019 Development of a New 4-Dimensional, Multilayered, Surgery-Assisting Platform with Multimodal Optic-Radiological Image Integration (MORI)

2014 - 2019 Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy

2014 - 2019 Pre/intra-operative Diagnostic and Navigational Assistance Based on Multidisciplinary Computational Anatomy

2014 - 2019 多元計算解剖モデルを利用した術前術中診断・治療支援システム

2015 - 2018 Development of fundamental technologies for intelligent archive of laparotomy videos

2015 - 2017 Development of automated diagnostic system for colonoscopy by the collaborative research between medical and engineering team.

2015 - 2017 Clinical application of surgical navigation system using image-recognition technique

2014 - 2017 Innovation of novel preoperative planning called connectome map for new generation of subcortically functional surgery

2013 - 2017 Modality-seamless navigation for endoscopic diagnosis and surgery based on multi-image integration

2013 - 2017 The study of the method to predict surgeon's stress and fatigue during the surgery

2014 - 2017 Meta anatomical information-oriented medical image processing - new medical image processing in post big data era

2013 - 2017 多種画像統合による内視鏡診断治療支援のためのモダリティシームレスナビゲーション

2013 - 2015 Evaluation of stress and fatigue of surgeon during the operation using voice analysis

2012 - 2015 Development of endoscope robot with CAD system for minimally invasive diagnosis and surgery

2012 - 2015 The development of simulation and training system for neurosurgical operation using the real operation tools

2012 - 2015 Development of advanced and intuitive navigation system with communication between the real and virtual space

2012 - 2014 Intelligent archive of laparotomic videos

2009 - 2014 Computational Anatomy for Computer-aided Diagnosis and Therapy : Frontiers of Medical Image Sciences

2009 - 2014 Fusion-aid for diagnosis and surgery based on computational anatomy models

2009 - 2014 計算解剖モデルに基づく診断・治療の融合的支援

2011 - 2013 CONSTRUCTION OF EDUCATIONAL PROGRAMS AND THE DEVELOPMENT OF NURSING EDUCATION

2010 - 2012 Development of new image registration technique for advanced image-basedcomputer-assited surger and intervention

2009 - 2011 Development of endoscope robot with CAD system for minimally invasive diagnosis and surgery

2009 - 2011 Fused aid for diagnosis and treatment of colorectal polyps based on integration of multiple image information

2009 - 2011 The development of image-guided and electrophysiological navigation for deep brain stimulation surgery

2009 - 2011 Development of an advanced image-fusion method for image-guided neurosurgery

2009 - 2011 Development of Dynamic human body atlas as next generation technical base of medical image processing

2008 - 2011 Integrated Assistance of Diagnosis and Treatment Based on Large-scale Virtualized Human Body Database and Its Understanding

2008 - 2009 画像認識とセンサ情報統合に基づく知的手術支援システムの開発

2007 - 2008 スケールシームレス仮想化内視鏡システムとその画像処理技術基盤の構築

2004 - 2007 3次元濃淡画像のリアルタイム変形手法の開発とその医用画像処理への応用

2003 - 2007 知的CADとしてのナビゲーション診断システムの開発

2004 - 2007 Research on recognition mechanisms of low-quality images for multi-viewpoint video surveillance

2007 - 画像認識とセンサ情報統合に基づく知的手術支援システムの開発

2004 - 2006 高精度・高次元医用画像時代における次世代「人体アトラス」の構築

2004 - 2006 Development of real-time deformation methods of 3D volumetric images and their applications to medical image processing

2004 - 2006 Study on image generation for pattern recognition and visualization for complicated 3D surface

2004 - 2006 Recognition of fine structure by the spatiotemporal tracking for multi-dimensional images

2003 - 2006 Development of Navigation-based Computer-Aided Diagnosis System as Intelligent CAD

2004 - 2005 Navigation System through Bronchiolo-Alveolar Space by Virtual Microscopic Bronchoscopy based on Three Dimensional Coned-Beam Micro CT Data

2004 - 2005 高精度・高次元医用画像時代における次世代「人体アトラス」の構築

2003 - 2005 Development of intelligent computer aided diagnosis system of medical images based on navigation of virtual human body

2002 - 2003 Development of High Speed Virtual Bronchoscopy with Special Futures Evaluation from Medical Aspect.

2001 - 2003 Development of endoscope navigation system based on 3D image recognition, understanding, and video image analysis

2001 - 2002 Study of Theory and Algorithms for Model Based General Purpose CAD Systems of Three-dimenisional Images in Medicine

2000 - 2002 Development of computer aided diagnosis system using deformation of three-dimensional medical images

2000 - 2001 知識ベース処理に基づく3次元医用画像診断支援システムの開発

1999 - 2001 人物像認識理解による情報選択機構

1999 - 2001 Research on Human Image Understanding for the Coming Aged Society -Computer Eye Technologies to Watch People Kindly for Their Assistance-

1998 - 2000 Basic study of the theory of navigation diagnosis and algorithms.

1998 - 2000 Developement of Supporting System for Knowledge Mining from Multimodal Image Database Using Image Processing Techniques.

1997 - 1999 A STUDY ON VIRTUALIZED ENDOSCOPE AND SURGERY SIMULATION

1998 - 1998 大規模3次元画像データからの仮想化とナビゲーションに基づく知識発見

1997 - 1997 マルチメディア情報ベース技術に基づく事例画像からの知識獲得

1996 - 1997 REALIZATION OF COMPUTER-AIDED ENVIRONMENTS FOR ORIGINAL THINKING BASING UPON RECOGNITION AND GENERATION OF THREE DIMENSIONAL IMAGES, AND EXPERIENCING OF VIRUTUAL WORLD

1996 - 1997 DEVELOPMENT OF INTELLIGENT VIRTUALIZED ENDOSCOPE SYSTEM BASED ON GENERATION AND RECOGNITION OF THREE DIMENSIONAL IMAGES

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Papers (1,649)：

Yuta Ueno, Masahiro Oda, Takefumi Yamaguchi, Hideki Fukuoka, Ryohei Nejima, Yoshiyuki Kitaguchi, Masahiro Miyake, Masato Akiyama, Kazunori Miyata, Kenji Kashiwagi, et al. Deep learning model for extensive smartphone-based diagnosis and triage of cataracts and multiple corneal diseases. The British journal of ophthalmology. 2024
Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori. M U-Net: Intestine Segmentation Using Multi-dimensional Features for Ileus Diagnosis Assistance. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. 14313 LNCS. 135-144
Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori. Revisiting instrument segmentation: Learning from decentralized surgical sequences with various imperfect annotations. Healthcare Technology Letters. 2024
Luyang Zhang, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori. Towards better laparoscopic video segmentation: A class-wise contrastive learning approach with multi-scale feature extraction. Healthcare Technology Letters. 2024
Yuzhang Liu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori. YOLOv7-RepFPN: Improving real-time performance of laparoscopic tool detection on embedded systems. Healthcare Technology Letters. 2024

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MISC (1,006)：

伊東隼人, 小田昌宏, 小田昌宏, SHEN Chen, WANG Cheng, 三浦幹太, 佐藤淳哉, 大竹義人, 備瀬竜馬, 古川亮, et al. Report on MICCAI 2022. 電子情報通信学会技術研究報告(Web). 2023. 122. 417(MI2022 72-130)
山下佳子, 山下佳子, 大山慎太郎, 鈴木輝彦, 坂本祐二, 出野義則, 出野義則, 木下珠希, 河野葵, 中山奈津紀, et al. Nursing behavior recognition and presenteeism prediction method utilizing IoT technology. 医療情報学連合大会論文集(CD-ROM). 2023. 43rd
中村優, 中村優, 杉野貴明, 杉野貴明, 李宇, 高成啓介, 神戸未来, 亀井譲, 森健策. AIの目とヒトの目~遊離皮弁移植による乳房再建後のCTデータを用いた皮弁領域検出方法の検討~. 日本形成外科学会総会・学術集会プログラム・抄録集. 2022. 65th
Daisuke Shimao, Naoki Sunaguchi, Tetsuya Yuasa, Masami Ando, Kensaku Mori, Rajiv Gupta, Shu Ichihara. X-ray Dark-Field Imaging (XDFI)-a Promising Tool for 3D Virtual Histopathology. Molecular Imaging and Biology. 2021. 23. 4. 481-494
Katsuro Ichimasa, Shinei Kudo, Villard Benjamin, Kenta Nakahara, Yuichi Mori, Masashi Misawa, Maeda Yasuharu, Naoya Toyoshima, Noriyuki Ogata, Toyoki Kudo, et al. PREDICTION OF LYMPH NODE METASTASIS IN T2 COLORECTAL CANCER BASED ON ARTIFICIAL INTELLIGENCE -PROPOSAL OF AN INDICATION FOR FUTURE FULL-THICKNESS ENDOSCOPIC RESECTION-. GASTROINTESTINAL ENDOSCOPY. 2020. 91. 6. AB43-AB43

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Patents (26)：

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Books (13)：

医用画像ディープラーニング入門 Chapter14, 大腸内視鏡画像診断支援
オーム社 2019
新・医用放射線科学講座医用画像情報工学 3Dプリンティング技術の医療応用
医歯薬出版株式会社 2019
最先端医療機器の病院への普及展望と今後の製品開発・第2章第5節、画像診断機器における最新の画像認識・画像処理技術の開発
(株)技術情報協会 2018
多元計算解剖学の基礎と臨床への応用・第2章-5, 人体画像データベース技術
誠文堂新光社 2018
新・医用放射線科学講座医用画像情報工学・3Dプリンティング技術の医療応用
医歯薬出版株式会社 2018

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Lectures and oral presentations (87)：

Artificial intelligence in endoscopic procedures
(International Conference on Medical Imaging and Augmented Reality (MIAR), MICCAI 2019 2019)
大腸肛門病理学におけるAI利用の将来像
(日本大腸肛門病学会学術集会 2019)
機械学習を用いた医療支援
(第84回日本泌尿器気学会東部総会 2019)
名古屋大学データ活用関係のプロジェクト(自動運転・医療画像など)
(データ活用社会創成シンポジウム 2019)
機械学習を用いた医用画像解析
(Advanced Medical Imaging 研究会, SAMI2019 2019)

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Works (1)：

MICCAI 2013
2013 -

Education (3)：

1994 - 1996 Nagoya University Graduate School, Division of Engineering
1992 - 1994 Nagoya University Graduate School, Division of Engineering
1988 - 1992 Nagoya University Faculty of Engineering

Professional career (1)：

博士(工学)

Work history (18)：

2021/04 - 現在東海国立大学機構鎖生命コア研究所教授
2017/04/01 - 現在 Nagoya University Administrative Support Organizations
2017/04/01 - 現在 Nagoya University Administrative Support Organizations Information & Communications
2017/04/01 - 現在 Nagoya University Graduate School of Informatics Department of Intelligent Systems 2 Professor
2016/04/01 - 現在 Nagoya University Administrative Support Organizations Information Strategy Office Head

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Committee career (1)：

2017/12/15 - 2019/09/30 一般社団法人日本コンピュータ外科学会国際委員会委員

Awards (19)：

2017/10/03 - 一般社団法人日本コンピュータ外科学会日本コンピュータ外科学会 2016年度講演論文賞
2015/10/08 - Medical Image Computing and Computer Assisted Intervention society Fellow
2014/12/05 - Radiological Society of North America Magna Cum Laude Education Exhibit
2012/02/08 - SPIE Medical Imaging 2012: Computer-Aided Diagnosis Conference 8315, Honorable Mention Poster Award
2011/02/14 - SPIE Medical Imaging 2011: Image Processing Honorable Mention Poster Award

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Association Membership(s) (20)：

Medical Image Analysis , IEEE Transactions on Medical Imaging , 日本VR医学会 , 日本コンピュータ外科学会 , MICCAI (Medical Image Computing and Computer Assisted Surgery , SPIE Medical Imaging Conference 2007, Image Processing , SPIE Medical Imaging Conference 2007, Computer Aided Diagnosis , International Journal of Computer Assisted Radiology and Surgery , Journal Medical Image Analysis , コンピュータ支援画像診断学会 , SPIE Medical Imaging Conference 2006, Image Processing , 日本エム・イー学会 , MICCAI (Medical Image Computing and Computer Assisted Intervention) , Japan Society of Computer Assisted Syrgery , CARS (Computer Assisted Radiology and Surgery) , SPIE , IEEE , 日本生体医工学会 , 日本医用画像工学会 , 電子情報通信学会

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