Researchers
- NEMOTO Mitsutaka
- Associate Professor
| Faculty | Department of Biomedical Engineering / Graduate School of Biology-Oriented Science and Technology |
|---|---|
| Researchmap | https://researchmap.jp/nemo_mits |
Education and Career
Academic & Professional Experience
- Apr. 2024 - Today , Kindai University Faculty of Biology-Oriented Science and Technology Department of Biomedical Engineering Associate Professor
- Apr. 2017 - Mar. 2024 , Kindai University Faculty of Biology-Oriented Science and Technology Department of Biomedical Engineering Lecturer
- Apr. 2014 - Mar. 2017 , The University of Tokyo Hospital 22nd Century Medical and Research Center Project researcher
- Apr. 2007 - Mar. 2014 , University of Tokyo Hospital Department of Radiology Project researcher
Research Activities
Research Areas
- Life sciences, Medical systems
- Informatics, Perceptual information processing
Research Interests
Deep learning, Computer-aided diagnosis, Computational anatomy, Machine learning, Pattern recognition, Medical image analysis, 画像情報処理
Published Papers
-
Evaluation of amyloid PET positivity using machine learning on 18F-FDG PET images
Takahiro Yamada; Yuichi Kimura; Shogo Watanabe; Aya Watanabe; Misa Honda; Takashi Nagaoka; Mitsutaka Nemoto; Kohei Hanaoka; Hayato Kaida; Yasuyuki Kojita; Minoru Yamada; SungWoon Im; Atsushi Kono; Kazunari Ishii
Japanese Journal of Radiology 2, May. 2025 , Refereed -
Image Augmentation Using Fractals for Medical Image Diagnosis
Hitoshi HABE; Yuken YOSHIOKA; Daichi IKEFUJI; Tomokazu FUNATSU; Takashi NAGAOKA; Takenori KOZUKA; Mitsutaka NEMOTO; Takahiro YAMADA; Yuichi KIMURA; Kazunari ISHII
Advanced Biomedical Engineering 13 , 327-334, 2024 -
AI prediction of extracorporeal shock wave lithotripsy outcomes for ureteral stones by machine learning-based analysis with a variety of stone and patient characteristics
Yukako Nakamae; Ryusuke Deguchi; Mitsutaka Nemoto; Yuichi Kimura; Shimpei Yamashita; Yasuo Kohjimoto; Isao Hara
Urolithiasis 52 (1) 2, Dec. 2023 , Refereed
Books etc
- AI: A Machine-Learning-Based Framework for Developing Various Computer-Aided Detection Systems with Generated Image Features (In Multidisciplinary computational anatomy : toward integration of artificial intelligence with MCA-based medicine) , Hashizume Makoto , 51th chapter, pp361-365, written by M Nemoto & N Hayashi , 51th chapter, pp361-365, written by M Nemoto & N Hayashi , Springer Singapore , 2022
Conference Activities & Talks
- Estimation of Bone Density by Machine Learning with L-RFA data , Tetsuya Matsuyama; Katsuhiro Mikami; Mitsutaka Nemoto; Ryoichi Akiyoshi; Reo Terauchi; Takuto Hatakeyama; Takeo Nagura; Daisuke Nakashima , The 10th Biomedical Imaging and Sensing Conference (BISC2024) , Apr. 2024
- Investigation of elastography for soft tissue by laser-induced photo thermal elastic wave , Katsuhiro Mikami; Tasuku Furube; Takuto Hatakeyama; Mitsutaka Nemoto; Satoru Matsuda; Daisuke Nakashima , The 13th Advanced Lasers and Photon Sources (ALPS2024) , Apr. 2024
- 深層学習識別器の効果的な事前学習のためのフラクタル画像を用いたデータ拡張 , 吉岡雄健; 舩津朋和; 永岡隆; 小塚健倫; 根本充貴; 山田誉大; 木村裕一; 石井一成; 波部斉 , 情報処理学会第86回全国大会 , 17, Mar. 2024
MISC
- Unsupervised lung lesion detection on FDG-PET/CT images by deep image transformation-based 2.5-dimensional local anomaly detection , Arata Segawa; Mitsutaka Nemoto; Hayato Kaida; Yuichi Kimura; Takashi Nagaoka; Katsuhiro Mikami; Takahiro Yamada; Kohei Hanaoka; Tatsuya Tsuchitani; Kazuhiro Kitajima; Kazunari Ishii , SPIE Medical Imaging 2024: Imaging Informatics for Healthcare, Research, and Applications , 2, Apr. 2024
- Pre-training of Pneumonia Classifier for Chest CT images using Fractal Database , Yuken Yoshioka; Daichi Ikefuji; Tomokazu Funatsu; Takashi Nagaoka; Takenori Kozuka; Mitsutaka Nemoto; Takahiro Yamada; Yuichi Kimura; Kazunari Ishii; Hitoshi Habe , The 29th International Workshop on Frontiers of Computer Vision (IW-FCV2023) Online Proceeding , 77 , 84 , Feb. 2023
- Evaluation on Applicability of Generative Adversarial Network to Synthesize Training Images for AI-Based Computer Aided Diagnostic Algorithm to Dementia , Watanabe A; Yamada T; Nagaoka T; Nemoto M; Watabe H; Ibaraki M; Matsubara K; Hanaoka K; Ishii K; Kimura Y , 13th World Federation of Nuclear Medicine and Biology , Sep. 2022
Awards & Honors
- Jun. 2025, The 64th Annual Conference of Japanese Society for Medical and Biological Engineering, Konica Minolta Science and Technology Foundation, Encouragement Poster Award
- Jun. 2025, The 64th Annual Conference of Japanese Society for Medical and Biological Engineering, Clinical Engineer Research Presentation Encouragement Award: Silver Award
- Dec. 2024, The 30th Congress of Kinki Association for Clinical Engineers, Best Student Presentation Award
Research Grants & Projects
- 日本学術振興会, 科学研究費助成事業 基盤研究(B), 肉用牛における肥育状態の生体評価法の開発と産肉制御の分子機構の解明 , 近畿大学
- Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Computer-aided detection development based on semi-supervised learning with medical chart information , Kindai University
- 文部科学省, 科学研究費補助金(若手研究(B)), 解剖学的ランドマーク情報を用いた3次元医用画像上の病変認識処理の効率的深層学習