Research field (1)：
Biological, health, and medical informatics
Research keywords (6)：
Computer Aided Detection and Diagnosis
, medical image analysis
, image processing
, machine learning
, Medical Information
, Medical Information System
Research theme for competitive and other funds (4)：
2014 - 2017 Virtual nodule based on 3D spatial resolution in lung CT and its application to performance evaluation of computer-aided detection (CAD) system
2013 - 2016 Performance evaluation of lung cancer CT screening CAD and developmant
2011 - 2013 Conversion of CT image quality to suitable quality for images input into a computer-aided detection (CAD) system for lung cancer
2008 - 2010 Quantitative evaluation of small spherical structures in PSF-based CT image simulation
Papers (47)：
Hiroyuki Abe, Yusuke Kurose, Shusuke Takahama, Ayako Kume, Shu Nishida, Miyako Fukasawa, Yoichi Yasunaga, Tetsuo Ushiku, Youichiro Ninomiya, Akihiko Yoshizawa, et al. Development and multi-institutional validation of an artificial intelligence-based diagnostic system for gastric biopsy. Cancer Science. 2022. 113. 10. 3608-3617
Masaya Tanaka, Atsushi Saito, Kosuke Shido, Yasuhiro Fujisawa, Kenshi Yamasaki, Manabu Fujimoto, Kohei Murao, Youichirou Ninomiya, Shin'ichi Satoh, Akinobu Shimizu. Classification of large-scale image database of various skin diseases using deep learning. International Journal of Computer Assisted Radiology and Surgery. 2021. 16. 11. 1875-1887
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltán, Ádám Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, et al. MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction. BMC Bioinformatics. 2021. 22-S. 2. 31-31
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama. Bridging the Gap between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems. Proceedings of 16th International Conference on Artificial Intelligence Applications and Innovations (AIAI). 2020. 320-333
Shin'ichi Stoh, Kento Aida, Kohei Murao, Yoichiro Ninomiya. AI Research and Development at Research Center for Medical Big Data. INNERVISION. 2019. 34. 7
Medical Bigdata Cloud Platform: Common Place of Research and Development for Doctors and Researhcers of Informatics from multiple facilities
(Cloud Week 2022 @ Hokkaido University 2022)
Estimation of severity of glaucoma in fundus images from multiple facilities
(JAMIT Annual Meeting 2022 2022)
Medical big data and AI image analysis
(Japanese Society of CT Screening Summer Seminar 2019 2019)
Activity of Medical Big Data Research Center - Collaboration between Medical Science Association and AI Image Analysis Researcher using Cloud Platform
(Technical Committee on Industrial Application of Image Processing 2018)
Collaboration between Medical Science Association and AI Image Analysis Researcher using Cloud Platform
(Workshop on Advanced Network Usage "ADVNET2018" 2018)
Education (3)：
1991 - 1994 Tohoku university
1989 - 1991 Tohoku university
1985 - 1989 Waseda university
Professional career (1)：
PhD
Work history (3)：
2018/03 - 現在 National Institute of Informatics Research Center for Medical Bigdata Project Associate Professor
2018/09 - 2020/03 National Center for Global Health and Medicine Department of Radiology Visiting Researcher
1995/04 - 2018/02 Fujitsu Limited Manager
Committee career (1)：
2009/04 - 現在 肺がんCT検診認定機構 運営委員 および 東日本実行委員
Awards (1)：
2004/12 - RSNA (Radiological Society of North America) Certificate of Merit
Association Membership(s) (4)：
The Japanese Society of Medical Imaging Technology(JAMIT)
, THE PHYSICAL SOCIETY OF JAPAN
, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
, JAPAN ASSOCIATION FOR MEDICAL INFORMATICS
