Research theme for competitive and other funds (2)：
2020 - 2024 Development of objective evaluation method for radiation pneumonitis
2017 - 2020 多様な不規則呼吸パターンに対応する機械学習による標的位置予測システム
Papers (7)：
Eride Mutu, Takeshi Akiba, Yoshitsugu Matsumoto, Etsuo Kunieda, Ryuta Nagao, Tsuyoshi Fukuzawa, Tomomi Katsumata, Toshihisa Kuroki, Tatsuya Mikami, Yoji Nakano, et al. Effect on Heart and Lung Doses Reduction of Abdominal and Thoracic Deep Inspiratory Breath-hold Assuming Involved-field Radiation Therapy in Patients with Simulated Esophageal Cancer. The Tokai journal of experimental and clinical medicine. 2023. 48. 1. 32-37
Yoshitsugu Matsumoto, Etsuo Kunieda, Natsumi Futakami, Takeshi Akiba, Ryuta Nagao, Tsuyoshi Fukuzawa, Tomomi Katsumata, Toshihisa Kuroki, Tatsuya Mikami, Yoji Nakano, et al. Dose and organ displacement comparisons with breast conservative radiotherapy using abdominal and thoracic deep-inspiration breath-holds: A comparative dosimetric study. Journal of applied clinical medical physics. 2023. e13888
Yoshitsugu Matsumoto, Etsuo Kunieda, Natsumi Futakami, Takeshi Akiba, Ryuta Nagao, Tsuyoshi Fukuzawa, Tomomi Katsumata, Toshihisa Kuroki, Tatsuya Mikami, Yasuhiro Okumura, et al. Examination of the dose distribution of volumetric modulated arc radiotherapy using a high-definition multi-leaf collimator for breast cancer patients with irradiated regional lymph nodes. Reports of Practical Oncology and Radiotherapy. 2022. 27. 4. 634-643
Toshihisa Kuroki, Sunao Shoji, Toyoaki Uchida, Takeshi Akiba, Shigeto Kabuki, Ryuta Nagao, Tsuyoshi Fukuzawa, Yoshitsugu Matsumoto, Tomomi Katsumata, Natsumi Futakami, et al. Comparing the toxicity and disease control rate of radiotherapy for prostate cancer between salvage settings after high-intensity focused ultrasound therapy and initial settings. Journal of Radiation Research. 2022. 63. 4. 675-683
Takafumi Nemoto, Natsumi Futakami, Etsuo Kunieda, Masamichi Yagi, Atsuya Takeda, Takeshi Akiba, Eride Mutu, Naoyuki Shigematsu. Effects of sample size and data augmentation on U-Net-based automatic segmentation of various organs. Radiological physics and technology. 2021. 14. 3. 318-327
