Takehiro Shiinoki

シイノキタケヒロ | Takehiro Shiinoki

Affiliation and department：
Homepage URL (1)： https://ds0n.cc.yamaguchi-u.ac.jp/~medphys/

Research field (2)： Radiology , Quantum beam science

Research keywords (3)： Medical image processing , Radiation Physics , Medical Physics

Research theme for competitive and other funds (17)：

2023 - 2026 Elucidation of the pathophysiology of activity limitation in patients with severe asthma and establishment of a diagnostic and therapeutic support system
2022 - 2025 CBCT画像ベースの装置との干渉を考慮したオンライン適応放射線治療システムの開発
2022 - 2025 バイオメカニクスとロボティクスに基づく肺機能/形態融合の次世代動体追跡放射線治療
2021 - 2024 イメージングバイオマーカーによるCOPDの身体活動性障害の機序解明と解析
2020 - 2024 肺癌の定位放射線治療における個別化ゲノム医療の探求

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Papers (86)：

Hisashi Nakano, Takehiro Shiinoki, Satoshi Tanabe, Satoru Utsunomiya, Motoki Kaidu, Teiji Nishio, Hiroyuki Ishikawa. Assessing tumor volumetric reduction with consideration for setup errors based on mathematical tumor model and microdosimetric kinetic model in single-isocenter VMAT for brain metastases. Physical and Engineering Sciences in Medicine. 2024
Hidekazu Tanaka, Taiki Ono, Miki Kajima, Yuki Manabe, Koya Fujimoto, Yuki Yuasa, Takehiro Shiinoki, Masayuki Matsuo. Monocyte-to-lymphocyte ratio is a prognostic predictor for patients with non-small cell lung cancer treated with stereotactic body radiation therapy. Reports of Practical Oncology and Radiotherapy. 2024. 29. 2. 228-235
Yongxuan Yan, Fumitake Fujii, Takehiro Shiinoki, Shengping Liu. Markerless Lung Tumor Localization from Intraoperative Stereo Color Fluoroscopic Images for Radiotherapy. IEEE Access. 2024. 1-1
Koya Fujimoto, Takehiro Shiinoki, Yusuke Kawazoe, Yuki Yuasa, Wataru Mukaidani, Yuki Manabe, Miki Kajima, Hidekazu Tanaka. Biomechanical imaging biomarker during chemoradiotherapy predicts treatment response in head and neck squamous cell carcinoma. Physics in Medicine & Biology. 2024
Hidekazu Tanaka, Taiki Ono, Kazushi Ueda, Masako Karita, Yuki Manabe, Miki Kajima, Tatsuhiro Sera, Koya Fujimoto, Yuki Yuasa, Takehiro Shiinoki. Deep inspiration breath hold real-time tumor-tracking radiation therapy (DBRT) as a novel stereotactic body radiation therapy approach for lung tumors. Scientific Reports. 2024. 14. 1

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MISC (32)：

椎木健裕. 革新を担う技術:放射線治療におけるSyncTraXの役割. 映像情報メディカル. 2024. 56. 12. 12-15
椎木健裕, 田中秀和. 医学物理の視点から見るPrecision Medicineに向けた放射線治療. 放射線治療BOOK2020(RadFan2020年12月臨時増刊号). 2020
大石景士, 平野綱彦, 濱田和希, 椎木健裕, 村田順之, 山路義和, 浅見麻紀, 枝國信貴, 松永和人. Functional small airways disease derived from parametric response mapping in asthma. 日本呼吸器学会誌(Web). 2020. 9
濱田和希, 大石景士, 大輝祐一, 筑本愛祐美, 村川慶多, 松田和樹, 末竹諒, 村田順之, 山路義和, 浅見麻紀, et al. Evaluation of small airway disease and lung blood perfusion in COPD using computed tomography-based biomarkers. 日本呼吸器学会誌(Web). 2020. 9
Kazuki Hamada, Keiji Oishi, Kazuki Matsuda, Yoshie Kunihiro, Takehiro Shiinoki, Maki Asami, Nobutaka Edakuni, Munemasa Okada, Tsunahiko Hirano, Kazuto Matsunaga. THE RELEVANCE BETWEEN SMALL AIRWAY DISEASE AND LUNG BLOOD PERFUSION IN COPD: A PRELIMINARY STUDY. RESPIROLOGY. 2019. 24. 39-39

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Patents (1)：

Books (5)：

Lectures and oral presentations (70)：

AIと画像で誘導する!未来型画像誘導放射線治療のナビゲーション
(第81回日本放射線技術学会総会学術大会 2025)
CBCTを用いた適応放射線治療に向けたtransformerベースの画質改善
(第81回日本放射線技術学会総会学術大会 2025)
定位放射線治療の呼吸性移動対策技術と品質管理
(第143回 JSRT中部支部放射線治療研究会 2025)
イメージングにおける人工知能の導入
(2024年医学物理士セミナー 2024)
汎用リニアックによる即時適応放射線治療を目指した2D-3D画像再構成深層学習モデルの構築
(第1回日本放射線医療技術学術大会 2024)

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Professional career (1)：

Work history (5)：

Awards (9)：

2025/04 - 日本放射線技術学会放射線技術学会総会学術大会(銅賞) CBCTを用いた適応放射線治療に向けたtransformerベースの画質改善
2022/12 - International Conference on Innovative Application Research and Education Best paper award Tumor segmentation from markerless SyncTraX color fluoroscopic images via U-Net based cascade model
2022/01 - 山口大学教育評価優秀賞
2020/12 - International Conference on Innovative Application Research and Education Best paper award Generation of Digitally Reconstructed Radiographs for Maker-less Localization of Lung Tumor in X-ray image
2020/10 - American Association of Physicists in Medicine Notable Paper (September issue of Medical Physics) Analysis of dosimetric impact of intrafraction translation and rotation during respiratory-gated stereotactic body radiotherapy with real-time tumor monitoring of the lung using a novel six degrees-of-freedom robotic moving phantom

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