Nakamoto Takahiro

ナカモトタカヒロ | Nakamoto Takahiro

Affiliation and department：

Research field (1)： Radiology

Research keywords (1)：医学物理

Research theme for competitive and other funds (8)：

2024 - 2027 線量バイオマーカーに基づく放射線治療モダリティ横断的アウトカム解析
2021 - 2024 放射線治療で得られる疎な医用画像情報に対する深層画像処理の安定要件の探索
2020 - 2023 Active clinical application of image generation and analysis using deep learning approach in radiation therapy
2019 - 2022 機械学習によるラディオミクス解析の応用:ガンマナイフ治療のアウトカム予測
2018 - 2022 Development of a methodology for predicting radiation therapy prognosis based on a radiomics with variability of patients in the treatment

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Papers (18)：

Takahiro Nakamoto, Kanabu Nawa, Kei Nishiyama, Kosuke Yoshida, Daizo Saito, Masahito Horiguchi, Yuki Shinya, Takeshi Ohta, Sho Ozaki, Yuki Nozawa, et al. Neurological prognosis prediction for cardiac arrest patients using quantitative imaging biomarkers from brain computed tomography. Physica Medica. 2024. 125. 103425-103425
Takahiro Nakamoto, Hideomi Yamashita, Haruka Jinnouchi, Kanabu Nawa, Toshikazu Imae, Shigeharu Takenaka, Atsushi Aoki, Takeshi Ohta, Sho Ozaki, Yuki Nozawa, et al. Cone-beam computed-tomography-based delta-radiomic analysis for investigating prognostic power for esophageal squamous cell cancer patients undergoing concurrent chemoradiotherapy. Physica Medica. 2024. 117. 103182-103182
Jinnouchi Haruka, Yamashita Hideomi, Nozawa Yuki, Nakamoto Takahiro, Sawayanagi Subaru, Katano Atsuto. Prognostic value of radiomic features in patients with esophageal cancer treated with chemoradiotherapy. Journal of Cancer Research and Therapeutics. 2023
Erika Yamazawa, Satoshi Takahashi, Masahiro Shin, Shota Tanaka, Wataru Takahashi, Takahiro Nakamoto, Yuichi Suzuki, Hirokazu Takami, Nobuhito Saito. MRI-Based Radiomics Differentiates Skull Base Chordoma and Chondrosarcoma: A Preliminary Study. Cancers. 2022. 14. 13. 3264-3264
Sho Ozaki, Shizuo Kaji, Kanabu Nawa, Toshikazu Imae, Atsushi Aoki, Takahiro Nakamoto, Takeshi Ohta, Yuki Nozawa, Hideomi Yamashita, Akihiro Haga, et al. Training of deep cross-modality conversion models with a small dataset, and their application in megavoltage CT to kilovoltage CT conversion. Medical Physics. 2022. 49. 6. 3769-3782

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MISC (6)：

Satoshi Takahashi, Wataru Takahashi, Shota Tanaka, Akihiro Haga, Takahiro Nakamoto, Yuuichi Suzuki, Akitake Mukasa, Shunsaku Takayanagi. Radiomics analysis for detection of IDH mutation of glioma using diffusion weighted sequence images. BRAIN PATHOLOGY. 2019. 29. 194-194
Satoshi Kida, Shizuo Kaji, Kanabu Nawa, Toshikazu Imae, Takahiro Nakamoto, Sho Ozaki, Takeshi Ohta, Yuki Nozawa, Keiichi Nakagawa. Cone-beam CT to Planning CT synthesis using generative adversarial networks. CoRR. 2019. abs/1901.05773
Satoshi Takahashi, Wataru Takahashi, Shota Tanaka, Akihiro Haga, Takahiro Nakamoto, Akitake Mukasa, Shunsaku Takayanagi, Yuichi Suzuki, Tsukasa Koike, Yosuke Kitagawa, et al. RADIOMICS ANALYSIS FOR DETECTION OF IDH MUTATION OF GLIOMA USING DIFFUSION TENSOR AND KURTOSIS IMAGES. NEURO-ONCOLOGY. 2018. 20. 188-188
仲本宗泰, 芳賀昭弘, 高橋渉. Radiomics入門. 医学物理. 2018. 38. 3. 129-134
Tran Thi Thao Nguyen, Hidetaka Arimura, Yoshifumi Oku, Takahiro Nakamoto, Yusuke Shibayama, Takashi Yoshiura. Three-Dimensional Dosimetric Gamma Analysis for Impacts of Tissue Inhomogeneity Using Monte Carlo Simulation in Intracavitary Brachytheray for Cervix Carcinoma. MEDICAL PHYSICS. 2016. 43. 6. 3475-3475

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Books (2)：

レディオミクス入門
オーム社 2021
Image-Based Computer-Assisted Radiation Therapy
Springer 2017

Education (3)：

2014 - 2017 九州大学大学院医学系学府保健学専攻医用量子線科学分野博士課程
2012 - 2014 九州大学大学院医学系学府保健学専攻医用量子線科学分野修士課程
2008 - 2012 九州大学医学部保健学科放射線技術科学専攻

Professional career (3)：

B.S. (Kyushu University)
M.S. (Kyushu University)
Ph.D. (Kyushu University)

Work history (4)：

2021/03 - 現在 Hokkaido University Faculty of Health Sciences
2018/04 - 2021/02 日本学術振興会特別研究員PD (東京大学)
2017/04 - 2018/03 東京大学医学部附属病院放射線科特任研究員
2015/04 - 2017/03 日本学術振興会特別研究員DC2 (九州大学)

Awards (5)：

2024 - Student Encouragement Awards A feasible study for classification of acute radiation-induced xerostomia risk based on a dosiomics
2017 - 医用画像情報学会(MII) 平成29年度内田論文賞 A framework for estimating four-dimensional dose distributions during stereotactic body radiation therapy based on a 2D/3D registration technique with an adaptive transformation parameter approach
2016 - The 22nd International conference on Medical Physics (ICMP) Best Presentation Silver Award of IOMP 2D/3D registration-based framework for estimating 4D dose distributions according to dynamic images of an EPID during SBRT for lung cancer
2015 - 日本医学物理学会第109回日本医学物理学会大会長賞 Improvement of automated monitoring approach of 4D dose distributions during SBRT based on 2D/3D registration with adaptive transformation parameters
2013 - 日本医学物理学会第106回日本医学物理学会大会長賞肺定位放射線治療時に取得した高エネルギーX線動画像に基づく4次元線量分布自動推定法の開発

Association Membership(s) (4)：

日本医学物理士会 , 医用画像情報学会 , 電子情報通信学会 , 日本医学物理学会

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