Academic Staff and Fellows
- KIMURA Yuichi
- Professor Doctor of Engineering and Medical Sciences
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Faculty of Informatics
Graduate school/Electronic Engineering
Research Area | Engineering in Medical Image and Information Processing |
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Teaching (Undergraduate Course) | Introduction to Machine Learning, Applied Mathematics, Technology and Ethics on Informatics |
Teaching (Graduate Course) | Engineering in Medical Image and Information Processing, Ph.D.Study in Engineering in Medical Image and Information Processing |
Research Interests | Development of quantitative images on functionality using PET and nuclear medicine, and application of AI to medical image and informations. |
Selected Publications |
AI approach of cycle-consistent generative adversarial networks to synthesize PET images to train computer-aided diagnosis algorithm for dementia. Ann Nucl Med, 34, 2020. Generative image transformer (GIT): unsupervised continuous image generative and transformable model for [123I]FP-CIT SPECT images, Ann Nucl Med, 35, 2021. Visualization of AMPA receptors in living human brain with positron emission tomography, Nature Med, 26, 2020. Novel system using microliter order sample volume for measuring arterial radioactivity concentrations in whole blood and plasma for mouse PET dynamic study, Phy Med Biol, 58, 2013. |
Education (Undergraduate Course) |
Waseda University |
Education (Master's/Doctral Course) |
Graduate School of Waseda University |
Title of Thesis, Institute, Date | Study on Dynamic Carsiac Functions, Dc of Engineering, Wasseda University, 1991.3; Improved Signal-To-Noise Ratio in Parametric Images by Clustering Analysis,Dcof Medical Sciences, Tokyo Medical and Dental University, 2001.5. |
Interests and Others | Kyoto |
Engineering in Medical Image and Information Processing Laboratory
Office Location | E-222 |
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ukimura(at)info.kindai.ac.jp
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