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Faculty Member

Graduate School of Informatics Department of Intelligent Systems

ODA, Masahiro , Assistant Professor , 1981

E-Mail Address

Academic Background

• 2004/03 , Nagoya University ,  Faculty of Engineering ,  Department of Electrical and Electronic Engineering and Information Engineering , Graduated

• 2006/03 , Nagoya University ,  Graduate School, Division of Information Science ,  Department of Media Science , Doctor Course Previous Term , Completed

• 2009/03 , Nagoya University ,  Graduate School, Division of Information Science ,  Department of Media Science , Doctor Course Latter Term , Completed

Business career

• Postdoctoral Fellow at Innovative Research Center for Preventive Medical Engineering, Graduate School of Engineering, Nagoya University , 2009/04 - 2009/07

• Designated Assistant Processor at Innovative Research Center for Preventive Medical Engineering, Graduate School of Engineering, Nagoya University , 2009/08 - 2010/03

• Designated Assistant Processor at Strategy Office, Information and Communications Headquarters, Nagoya University , 2010/04 - 2011/09

• Assistant Professor at Department of Media Science, Graduate School of Information Science, Nagoya University , 2011/10 -

Academic Degree

• Doctor of Philosophy (Information Science) ,  Nagoya University , Coursework , 2009/03

Keywords of Research themes

• Machine learning, Medical image processing, computer aided diagnosis, CAD, computer assisted surgery, CAS

Competitive Funds(Excepting KAKENHI)

• Development of colonoscope navigation system using colon deformation model , 2016/10 - 2018/03

Original Papers

• Robust colonoscope tracking method for colon deformations utilizing coarse-to-fine correspondence findings , Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara ,Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori , International Journal of Computer Assisted Radiology and Surgery , Vol.12 , No.1R , 39-50 , (2017)

  

• Automated Ulcer Detection Method From CT Images for Computer Aided Diagnosis of Crohn's Disease , Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Osamu Watanabe, Takafumi Ando, Hidemi Goto, and Kensaku Mori , IEICE Transactions on Information and Systems , Vol.E96-D , No.4R , 808-818 , (2013)

  

• Digital Bowel Cleansing Free Colonic Polyp Detection Method for Fecal Tagging CT Colonography , Masahiro ODA, Takayuki KITASAKA, Kensaku MORI, Yasuhito SUENAGA, Tetsuji TAKAYAMA, Hirotsugu TAKABATAKE, Masaki MORI, Hiroshi NATORI, and Shigeru NAWANO , Academic Radiology , Vol.16 , No.4R , 486-494 , (2009)

  

• Digital bowel cleansing free colonic polyp detection method from fecal tagging CT images , Masahiro ODA, Takayuki KITASAKA, Kensaku MORI, Yasuhito SUENAGA, Tetsuji TAKAYAMA, Hirotsugu TAKABATAKE, Masaki MORI, Hiroshi NATORI, and Shigeru NAWANO , Vol.J91-D , No.7R , 1904-1913 , (2008)

• A Study on Method of Distortion Reduction of Virtual Unfolded Views of the Colon , Masahiro ODA, Yuichiro HAYASHI, Takayuki KITASAKA, Kensaku MORI, and Yasuhito SUENAGA , MEDICAL IMAGING TECHNOLOGY , Vol.24 , No.5R , 419-428 , (2006)

Presentations

• Colon Shape Estimation Method for Colonoscope Tracking using Recurrent Neural Networks , Masahiro Oda, Holger Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori , MICCAI 2018 , 2018 , Poster Presentation

• Abdominal artery segmentation from CT volumes using fully convolutional network for small artery segmentation , Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori , Computer Assisted Radiology and Surgery (CARS) 2018 , 2018 , Oral Presentation

• Machine learning-based colon deformation estimation method for colonscope tracking , Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori , SPIE Medical Imaging , 2018 , Oral Presentation

• Machine Learning Techniques for Automated Accurate Organ Segmentation and Their Applications to Diagnosis Assistance , Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, Michitaka Fujiwara, Daniel Rueckert , RSNA 2017 (Radiological Society of North America) , 2017 , Poster Presentation

• 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation , Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Ken'ichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori , MICCAI 2017, 3rd Workshop on Deep Learning in Medical Image Analysis , 2017 , Poster Presentation

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Honors, Awards, and Prizes

• Magna Cum Laude ,  2014/12/04 , The Radiological Society of North America , UNITED STATES

• Certificate of Merit ,  2009/12/03 , The Radiological Society of North America , UNITED STATES

Academic Society Membership

• The Institute of Electronics, Information and Communication Engineers , JAPAN

• Japan Society of Computer Aided Surgery , JAPAN

• The Japanese Society of Medical Image Technology , JAPAN

• Information Processing Society of Japan , JAPAN

Activity of Academic

• MICCAI 2013 steering committee ,  Executive Committee, Local Executive Committee, Local Arrangement Chair, Workshop Publicity Chair and Co-Chairs, MICCAI Futsal Co-Chair ,  2012/05/01 - 2013/09/26

Updated on 2018/10/08

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