Hirashima Hideaki

ヒラシマヒデアキ | Hirashima Hideaki

Affiliation and department：

Research field (2)： Quantum beam science , Radiology

Research keywords (4)： Artificial Intelligence , 医用画像処理 , 医学物理学 , 放射線物理学

Research theme for competitive and other funds (6)：

2024 - 2027 人工知能に基づく仮想放射線治療計画者の基盤開発
2022 - 2027 非転移性超高リスク前立腺癌に対する革新的放射線治療アプローチの開発
2023 - 2025 Theranostics普及へ向けたモンテカルロシミュレーション吸収線量推定法の開発
2022 - 2024 即時適応放射線治療を目指した深層学習活用CBCT再構成法の開発
2018 - 2021 次世代Dynamic WaveArc照射法の開発と長期有効性・安全性の評価

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Papers (51)：

Takeshi Kashiwagi, Katsuyuki Sakanaka, Hiroyuki Inoo, Hideaki Hirashima, Kota Fujii, Takashi Mizowaki. Definitive chemoradiotherapy for a patient with anal cancer after renal transplantation. International cancer conference journal. 2024. 13. 3. 223-229
Tomohiro Ono, Hideaki Hirashima, Takanori Adachi, Hiraku Iramina, Takahiro Fujimoto, Megumi Uto, Mitsuhiro Nakamura, Takashi Mizowaki. Influence of dose calculation algorithms on the helical diode array using volumetric-modulated arc therapy for small targets. Journal of Applied Clinical Medical Physics. 2024
Tomohiro Ono, Takanori Adachi, Hideaki Hirashima, Hiraku Iramina, Noriko Kishi, Yukinori Matsuo, Mitsuhiro Nakamura, Takashi Mizowaki. Unifying gamma passing rates in patient-specific QA for VMAT lung cancer treatment based on data assimilation. Physical and engineering sciences in medicine. 2024
Tomohiro Ono, Hiraku Iramina, Hideaki Hirashima, Takanori Adachi, Mitsuhiro Nakamura, Takashi Mizowaki. Applications of artificial intelligence for machine- and patient-specific quality assurance in radiation therapy: current status and future directions. Journal of radiation research. 2024
Noriko Kishi, Masahiro Yoneyama, Hiroyuki Inoo, Minoru Inoue, Hiraku Iramina, Akiyoshi Nakakura, Tomohiro Ono, Hideaki Hirashima, Takanori Adachi, Norimasa Matsushita, et al. Protocol of a phase II study to evaluate the efficacy and safety of deep-inspiration breath-hold daily online adaptive radiotherapy for centrally located lung tumours (PUDDING study). Radiation oncology (London, England). 2024. 19. 1. 32-32

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Books (2)：

Advances in Accelerators and Medical Physics
Elsevier 2023
放射線治療学分野におけるAI技術の活用
Rad Fan 特集1 画像診断領域におけるAIはココまで来ている 2020

Lectures and oral presentations (63)：

Application of generative AI in the medical field: the radiotherapy perspective
(The 63rd Annual Conference of Japanese Society for Medical and Biological Engineering 2024)
動体追尾肺定位放射線治療における呼吸性移動に伴う体内留置マーカー間非同期性による標的照準不確かさの検討
(日本放射線腫瘍学会高精度放射線外部照射部会学術大会プログラム・抄録集 2023)
骨転移の体幹部定位放射線治療における線量計算アルゴリズムの違いによる線量分布比較
(日本放射線腫瘍学会第35回学術大会 2023)
Restoration of Body Outside Field-Of-View On CT Images Using Cycle-Consistent Generative Adversarial Networks
(AAPM 2022 64th Annual Meeting & Exhibition)
Auto-segmentation for limited field of view CBCT in male pelvic region using deep learning method
(AAPM 2022 64th Annual Meeting & Exhibition)

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Education (3)：

2015 - 2019 Kyoto University Graduate School of Medicine Department of Radiation Oncology and Image applied Therapy
2013 - 2015 Kyushu University Department of Medical Sciences, Graduate of Medical Science Division of Medical Quantum Science
2009 - 2013 Hiroshima International University Faculty of Health Sciences Department of Clinical Radiology

Professional career (1)：

Doctor of Medical Science (Kyoto University)

Work history (2)：

2020/04 - 現在 Kyoto University
2019/04 - 2020/03 特別研究員(PD) 京都大学大学院医学研究科放射線腫瘍学・画像応用治療学

Committee career (6)：

2024/06 - 現在日本医学物理士会教育委員会
2024/06 - 現在日本臨床腫瘍研究グループ (JCOG) 放射線治療委員会 Radiotherapy Committee:RC
2021/06 - 現在日本臨床腫瘍研究グループ (JCOG). 放射線治療グループ医学物理WG
2021/06 - 現在日本医学物理学会広報委員会
2019/10 - 現在日本医学物理学会代議員

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Association Membership(s) (5)：

日本医用画像工学会 , 日本メディカルAI学会 , Japan Society of Medical Physics , Japanese Society for Radiation Oncology , Japanese Society of Radiological Technology

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