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J-GLOBAL ID：200901021853303394   Update date: Nov. 19, 2024

TERUNUMA Toshiyuki

TERUNUMA Toshiyuki
Affiliation and department：
University of Tsukuba Institute of Medicine

About University of Tsukuba Institute of Medicine


Job title： Assistant Professor
Research field  (3)： Applied physics - general ,  Medical systems ,  Radiology
Research keywords  (1)： Deep Learning
Research theme for competitive and other funds  (12)：
  • 2021 - 2024 Measurement of MHz ionoacoustic signals generated by proton irradiation using a medical ultrasonic probe
  • 2019 - 2023 Basic Research for the effect of radiation therapy using artificial intelligence
  • 2016 - 2020 Real-time dose estimation system for BNCT by combination with the tracking technology for patient movement
  • 2017 - 2020 A highly reliable marker-less tumor tracking algorithm for acquiring tumor and bone discrimination intelligence
  • 2016 - 2019 proton beam therapy for liver tumor in view of remnant liver function
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Papers (106)：
  • 守屋, 駿佑, 照沼, 利之, 富田, 哲也, 中村, 亮輔, 小松, 史明, 榮, 武二. 胸部ファントムを用いたEPIDによる腫瘍監視システムの開発. 日本放射線腫瘍学会第36回学術大会報文集. 2023. 232-232
  • Yamazaki, Yuhei, Terunuma, Toshiyuki, Kato, Takahiro, Komori, Shinya, Sakae, Takeji. A novel, end-to-end framework for avoiding collisions between the patient's body and gantry in proton therapy. MEDICAL PHYSICS. 2023. 50. 11. 6684-6692
  • Sakae, Takeji, Takada, Kenta, Kamizawa, Satoshi, Terunuma, Toshiyuki, Ando, Koichi. Formulation of Time-Dependent Cell Survival with Saturable Repairability of Radiation Damage. RADIATION RESEARCH. 2023. 200. 2. 139-150
  • Terunuma, Toshiyuki, Sakae, Takeji, Hu, Yachao, Takei, Hideyuki, Moriya, Shunsuke, Okumura, Toshiyuki, Sakurai, Hideyuki. Explainability and controllability of patient-specific deep learning with attention-based augmentation for markerless image-guided radiotherapy. Medical physics. 2023. 50. 1. 480-494
  • 小松史明, 富田哲也, 照沼, 利之, 小林大輔, 平野雄二, 榮, 武二. 深層学習を用いた位置照合用Cone-beam CTの画質改善に関する検討. 日本放射線技術学会第69回関東支部研究発表大会 抄録集. 2022. 135-135
ｍore...
MISC (27)：
  • 櫻井英幸, 奥村敏之, 石川仁, 福光延吉, 粟飯原輝人, 大西かよ子, 水本斉志, 沼尻晴子, 坪井康次, 照沼利之, et al. がんの陽子線治療と気管食道領域への応用. 日本気管食道科学会認定気管食道科専門医大会テキスト. 2015. 25th. 37-40
  • 布施拓, SAKAE Takeji, TERUNUMA Toshiyuki, ARAI Yasuo, MIYOSHI Toshinobu, FUJISAKi Tatsuya. Experience with SOI (Silicon on Insulator) pixel detector in proton beam field. 医学物理 Supplement. 2014. 34. 1. 183
  • Zhengshan Hong, Yuki Kase, Takashi Moritake, Ariungerel Gerelchuluun, Lue Sun, Kenshi Suzuki, Toshiyuki Terunuma, Kiyoshi Yasuoka, Hiroaki Kumada, Kazunori Anzai, et al. Lineal energy-based evaluation of oxidative DNA damage induced by proton beams and X-rays (vol 89, pg 36, 2013). INTERNATIONAL JOURNAL OF RADIATION BIOLOGY. 2013. 89. 10. 888-888
  • 布施拓, 榮武二, 照沼利之. 陽子線治療におけるアイソセンター検証ツールの作成. 医学物理 Supplement. 2012. 32. 3. 173-174
  • 川村拓, 篠田和哉, 布施拓, 照沼利之, 榮武二, 宮本勝美. 定位放射線照射時におけるポリマーゲル線量計を用いたγ解析. 医学物理 Supplement. 2012. 32. 3. 243-244
ｍore...
Patents (2)：
  • 放射線治療システム
  • 放射線治療時における標的臓器と線量分布の同時測定方法及びその測定装置
Books (1)：
  • 医学物理学人材養成コース平成21年度成果報告書
    2010
Lectures and oral presentations  (31)：
  • 胸部ファントムを用いたEPIDによる腫瘍監視システムの開発
    (日本放射線腫瘍学会第36回学術大会)
  • AI in radiotherapy: Real-time lung tumor tracking with X-ray images
    (University of Tsukuba - National Taiwan University Joint Symposium on Digital Health and Medicine 2023)
  • Concept study of markerless liver tumor tracking with patient-specific deep learning using orthogonal X-ray imaging
    (第126回日本医学物理学会学術集会)
  • Deep Learning-Based Lung Tumor Segmentation on Beam’s-Eye View Via Orthogonal x-Ray Images: A Concept Study
    (AAPM 65th Annual Meeting & Exhibition)
  • Evaluation of Deep Learning-Based Markerless Tumor Tracking of Irregular Respiratory Amplitude Using a Dynamic Lung Phantom
    (AAPM 65th Annual Meeting & Exhibition)
ｍore...
Professional career (2)：
  • 博士(医学) (筑波大学)
  • 修士(工学) (筑波大学)
Committee career (1)：
  • - 現在 日本医学物理学会 評議員・QA/QC委員
Awards (7)：
  • 2024/03 - Wiley WILEY Top Downloaded Article Explainability and controllability of patient-specific deep learning with attention-based augmentation for markerless image-guided radiotherapy
  • 2021/04 - Radiological Physics and Technology Most Citation Award (The most cited papers published in 2018) Novel real-time tumor-contouring method using deep learning to prevent mist racking in X-ray fluoroscopy
  • 2020/06 - The 119th Scientific Meeting of JSMP President's Award Silver Target boundary tracking on BEV by patient-specific deep learning
  • 2017/04 - 日本医学物理学会 第113回日本医学物理学会学術大会大会長賞
  • 2015/09 - 日本医学物理学会 第110回日本医学物理学会学術大会優秀研究賞
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Association Membership(s) (3)：
JAPAN SOCIETY OF MEDICAL PHYSICS ,  The Japan Society of Applied Physics ,  JAPAN RADIOLOGICAL SOCIETY
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