Researchers

NEMOTO Mitsutaka

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
  • Sep. 2025 - Aug. 2026 , GREYC Laboratury Image Team Visiting Researcher
  • 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

  1. Evaluation Using AI-Based Approach of Pedicle Screw Stability Using Laser Resonance Frequency Analysis Prior to Surgical Insertion
    Katsuhiro Mikami; Shogo Hashimoto; Tetsuya Matsuyama; Mitsutaka Nemoto; Takashi Nagaoka; Yuichi Kimura; Takuto Hatakeyama; Takeo Nagura; Daisuke Nakashima
    Journal of Advanced Computational Intelligence and Intelligent Informatics  30  (3)  , 718-726, 20, May. 2026 
  2. Synthesis of Amyloid Images Using a Generative Adversarial Network from 2-Dimensional 18 F-FDG Images and Evaluation for Clinical Use
    Misa Honda; Takahiro Yamada; Shogo Watanabe; Aya Watanabe; Takashi Nagaoka; Mitsutaka Nemoto; Katsuhiro Mikami; Kohei Hanaoka; Hayato Kaida; Hisashi Handa; Kazunari Ishii; Yuichi Kimura
    Journal of Nuclear Medicine Technology  , jnmt.125.270154-jnmt.125.270154, 13, Jan. 2026 
  3. 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

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Books etc

  1. Urology Today , 根本充貴 , State of the Art 2: デジタル・AI 技術の(泌尿器科)医療への応用 , アステラス製薬株式会社 , Jul. 2024
  2. 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 , Springer Singapore , 2022

Conference Activities & Talks

  1. PatchCoreを用いた胸部FDG-PET像上局所病変検出における特徴抽出モデルの比較検証 , 松下 耀; 根本 充貴; 永岡隆; 木村裕一; 三上勝大; 甲斐田勇人; 山田誉大; 花岡宏平; 槌谷達也; 北島一宏; 石井一成 , 第3回 JAMIT若手医用画像工学シンポジウム SAMIT2025 , 29, Nov. 2025
  2. 少数有病データを活用したクラスインバランス学習データセットからの 効率的な局所画像特徴量学習法の検討 , 中野 真志; 根本 充貴; 永岡 隆; 三上 勝大; 木村 裕一; 望月 嘉恋; 吉川 健啓 , 第3回JAMIT若手医用画像工学シンポジウム: SAMIT 2025 , 29, Nov. 2025
  3. 臨床的要因での雑音を含む教師データを用いたESWL尿路結石治療結果予測の学習における検討 , 望月嘉恋; 根本充貴; 中前有香子; 永岡隆; 木村裕一; 三上勝大; 中野真志; 出口龍良; 山下真平; 柑本康夫 , 第3回JAMIT若手医用画像工学シンポジウム: SAMIT 2025 , 29, Nov. 2025

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MISC

  1. FDG-PET Image Diagnosis Using Multi-angle Projection Analysis with Coupled Weakly and Fully Supervised Frameworks , Mitsutaka Nemoto; Yuga Niwa; Junnosuke Sahara; Takashi Nagaoka; Katsuhiro Mikami; Yuichi Kimura; Atsuko Tanaka; Yukiko Kenmochi; Nicolas Passat; Hayato Kaida; Kazuhiro Kitajima; Takahiro Yamada; Kohei Hanaoka; Tatsuya Tsuchitani; Kazunari Ishii , 2027
  2. 2.5-dimensional multi-task learning for accurate detection of adrenal metastasis on abdominal FDGPET/CT images , Mitsutaka Nemoto; Kohei Yoshida; Hayato Kaida; Yuichi Kimura; Takashi Nagaoka; Katsuhiro Mikami; Takahiro Yamada; Kohei Hanaoka; Tatsuya Tsuchitani; Kazuhiro Kitajima; Kazunari Ishii , Computer Assisted Radiology and Surgery Proceedings of the 39th International Congress and Exhibition , 20 , Suppl 1 , S106 , S107 , Jun. 2025
  3. 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

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Awards & Honors

  1. Jun. 2025, The 64th Annual Conference of Japanese Society for Medical and Biological Engineering, Konica Minolta Science and Technology Foundation, Encouragement Poster Award
  2. Jun. 2025, The 64th Annual Conference of Japanese Society for Medical and Biological Engineering, Clinical Engineer Research Presentation Encouragement Award: Silver Award
  3. Dec. 2024, The 30th Congress of Kinki Association for Clinical Engineers, Best Student Presentation Award

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Research Grants & Projects

  1. 日本学術振興会, 科学研究費助成事業, AI画像診断支援システムの効果的学習に向けた人体解剖知識の活用 , 近畿大学
  2. 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
  3. 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

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