Magome Taiki 馬込大貴

… Alternative Names

馬込大貴マゴメタイキ

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Researcher Number	60725977
Other IDs
Affiliation (Current)	2025: 駒澤大学, 医療健康科学部, 准教授
Affiliation (based on the past Project Information) *help	2023: 駒澤大学, 医療健康科学部, 准教授 2020 – 2021: 駒澤大学, 医療健康科学部, 准教授 2018 – 2019: 駒澤大学, 医療健康科学部, 講師 2015: 東京大学, 医学部附属病院, 特別研究員 2014: 東京大学, 医学部附属病院, 研究員
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related / Basic Section 52040:Radiological sciences-related / Medical Physics and Radiological Technology
Keywords	Principal Investigator 前立腺癌 / Radiomics / 個別化治療 / 放射線治療 / 機械学習 / 外挿 / 仮想データ / 仮想臨床試験 / 中咽頭癌 / 予後予測 … More / データ拡張 / バーチャル臨床試験 / 医学物理 / ビッグデータ / 事前情報 / 逐次近似再構成 / 線量分布 / 頭頸部癌 / 最適化 / 深層学習 / TMI / アメリカ / 国際情報交換 / DECT / データベース / 全骨髄照射 / computed tomography / Total Marrow irradiation / low contrast / Computed tomography / Database / Total marrow irradiation / Deformable registration / Adaptive radiotherapy Less

Development of a virtual clinical trial system based on extrapolated dataPrincipal Investigator
- Principal Investigator
  
  馬込大貴
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Komazawa University
Development of radiation therapy support system based on radiomicsPrincipal Investigator
- Principal Investigator
  
  Magome Taiki
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Komazawa University
Development of deformable registration method for adaptive radiotherapyPrincipal Investigator
- Principal Investigator
  
  Magome Taiki
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Medical Physics and Radiological Technology
- Research Institution
  The University of Tokyo

All 2024 2023 2021 2020 2019 2018 2016 2015 2014 Other

All Journal Article Presentation Book Patent Other

[Book] レディオミクス入門2021
- Author(s)
  馬込大貴(分担執筆), 有村秀孝 (編集), 角谷倫之 (編集)
- Total Pages
  338
- Publisher
  オーム社
- ISBN
  4274226387
- Data Source
  KAKENHI-PROJECT-18K15604
[Book] Computer-assisted treatment planning approaches for SBRT in Image‐Based Computer‐Assisted Radiation Therapy2016
- Author(s)
  Taiki Magome
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-26860397
[Journal Article] Trends and Future Prospects of AI Technology Utilization Research in JSRT　 —Challenges to Tackle and the Expected Role of Our Academic Society !?—2023
- Author(s)
  Kawashita Ikuo、Hayashi Norio、Tominaga Masahide、Fujibuchi Toshioh、Magome Taiki、Yagahara Ayako、Okuda Koichi、Shinohara Norimitsu
- Journal Title
  
  Japanese Journal of Radiological Technology
  
  Volume: 79 Issue: 8 Pages: 838-850
- DOI
  10.6009/jjrt.2023-2241
- ISSN
  0369-4305, 1881-4883
- Year and Date
  2023-08-20
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-23K11879
[Journal Article] Virtual clinical trial based on outcome modeling with iteratively redistributed extrapolation data.2023
- Author(s)
  Oguma K, Magome T, Someya M, Hasegawa T, Sakata KI.
- Journal Title
  
  Radiol Phys Technol.
  
  Volume: Epub ahead of print. Issue: 2 Pages: 262-271
- DOI
  10.1007/s12194-023-00715-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07680, KAKENHI-PROJECT-23K11879
[Journal Article] 診断から治療へ -AIの積極的活用-2020
- Author(s)
  馬込大貴
- Journal Title
  
  RadFan
  
  Volume: 18 Pages: 34-36
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] Fully automated dose prediction using generative adversarial networks in prostate cancer patients2020
- Author(s)
  Murakami Yu、Magome Taiki、Matsumoto Kazuki、Sato Tomoharu、Yoshioka Yasuo、Oguchi Masahiko
- Journal Title
  
  PLOS ONE
  
  Volume: 15 Issue: 5 Pages: e0232697-e0232697
- DOI
  10.1371/journal.pone.0232697
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] 8. How to Write Abstract2020
- Author(s)
  Magome Taiki
- Journal Title
  
  Japanese Journal of Radiological Technology
  
  Volume: 76 Issue: 4 Pages: 433-436
- DOI
  10.6009/jjrt.2020_JSRT_76.4.433
- NAID
  130007833375
- ISSN
  0369-4305, 1881-4883
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] Fast Statistical Iterative Reconstruction for Mega-voltage Computed Tomography2020
- Author(s)
  S. Ozaki, A. Haga, E. Chao, C. Maurer, K. Nawa, T. Ohta, T. Nakamoto, Y. Nozawa, T. Magome, M. Nakano, K. Nakagawa
- Journal Title
  
  J. Med. Invest.
  
  Volume: 67 Issue: 1.2 Pages: 30-39
- DOI
  10.2152/jmi.67.30
- NAID
  130007839921
- ISSN
  1343-1420, 1349-6867
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K08093, KAKENHI-PROJECT-18K15625, KAKENHI-PROJECT-18J00599, KAKENHI-PROJECT-19K08201, KAKENHI-PROJECT-18K15569, KAKENHI-PROJECT-18K15604
[Journal Article] A convolution neural network for higher resolution dose prediction in prostate volumetric modulated arc therapy2020
- Author(s)
  Sumida Iori、Magome Taiki、Das Indra J、Yamaguchi Hajime、Kizaki Hisao、Aboshi Keiko、Yamaguchi Hiroko、Seo Yuji、Isohashi Fumiaki、Ogawa Kazuhiko
- Journal Title
  
  Physica Medica
  
  Volume: 72 Pages: 88-95
- DOI
  10.1016/j.ejmp.2020.03.023
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] 世界の論文紹介2020
- Author(s)
  馬込大貴
- Journal Title
  
  日本放射線技術学会放射線治療部会誌
  
  Volume: 34 Pages: 108-110
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] The front line of A.I. Artificial Intelligence in a medical field -whether medicine changes by A.I.-2020
- Author(s)
  馬込大貴
- Journal Title
  
  Journal of Integrated Management for Risk and Crisis
  
  Volume: 4 Issue: 0 Pages: 3-18
- DOI
  10.34402/simric.4.0_3
- NAID
  130007953494
- ISSN
  2432-8731
- Year and Date
  2020-03-11
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] 12. English Expression Tips for Specialized Fields2020
- Author(s)
  Hanaoka Kohei、Magome Taiki、Matsubara Kosuke、Ohtani Yuriko
- Journal Title
  
  Japanese Journal of Radiological Technology
  
  Volume: 76 Issue: 8 Pages: 848-854
- DOI
  10.6009/jjrt.2020_jsrt_76.8.848
- NAID
  130007888732
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] Deep convolutional neural network for reduction of contrast-enhanced region on CT images2019
- Author(s)
  Sumida Iori、Magome Taiki、Kitamori Hideki、Das Indra J、Yamaguchi Hajime、Kizaki Hisao、Aboshi Keiko、Yamashita Kyohei、Yamada Yuji、Seo Yuji、Isohashi Fumiaki、Ogawa Kazuhiko
- Journal Title
  
  Journal of Radiation Research
  
  Volume: 60 Issue: 5 Pages: 586-594
- DOI
  10.1093/jrr/rrz030
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] Optimization of treatment strategy by using a machine learning model to predict survival time of patients with malignant glioma after radiotherapy2019
- Author(s)
  Mizutani Takuya、Magome Taiki、Igaki Hiroshi、Haga Akihiro、Nawa Kanabu、Sekiya Noriyasu、Nakagawa Keiichi
- Journal Title
  
  Journal of Radiation Research
  
  Volume: 60 Issue: 6 Pages: 818-824
- DOI
  10.1093/jrr/rrz066
- NAID
  120006959735
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K15799, KAKENHI-PROJECT-18K15604, KAKENHI-PROJECT-16K10410
[Journal Article] Evaluation of organ-at-risk dose reduction with jaw tracking technique in flattening filter-free beams in lung stereotactic body radiation therapy2019
- Author(s)
  Murakami Yu、Magome Taiki、Matsubayashi Fumiyasu、Takahashi Ryo、Arima Masato、Kamima Tatsuya、Nakano Masahiro、Sato Tomoharu、Yoshioka Yasuo、Oguchi Masahiko
- Journal Title
  
  Physica Medica
  
  Volume: 61 Pages: 70-76
- DOI
  10.1016/j.ejmp.2019.04.018
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K15569, KAKENHI-PROJECT-18K15604
[Journal Article] 3Dプリンターを用いて作製した胃疾患モデルの再現性に関する検討2018
- Author(s)
  伊藤今日一, 嶋田守男, 吉川宏起, 森口央基, 岡田朋子, 馬込大貴
- Journal Title
  
  駒澤大学医療健康科学部紀要
  
  Volume: 15 Pages: 25-31
- NAID
  120006618874
- Open Access
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] 3Dプリンターによる中空のある大血管モデルの作製2018
- Author(s)
  伊藤今日一, 嶋田守男, 吉川宏起, 森口央基, 岡田朋子, 馬込大貴
- Journal Title
  
  駒澤大学医療健康科学部紀要
  
  Volume: 15 Pages: 17-23
- NAID
  120006618873
- Open Access
- Data Source
  KAKENHI-PROJECT-18K15604
[Journal Article] Characterization of deformation and physical force in uniform low contrast anatomy and its impact on accuracy of deformable image registration2016
- Author(s)
  Raj Varadhan, Taiki Magome, Susanta Hui
- Journal Title
  
  Medical Physics
  
  Volume: 43 Issue: 1 Pages: 52-61
- DOI
  10.1118/1.4937935
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-13J02944, KAKENHI-PROJECT-26860397
[Journal Article] Patterns of Recurrence in Malignant Glioma Patients: Association with Subventricular Zone and Radiotherapy Dose2015
- Author(s)
  Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Keiichi Nakagawa
- Journal Title
  
  Jacobs Journal of Radiation Oncology
  
  Volume: 2 Pages: 1-6
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26860397
[Journal Article] Reconstruction of the treatment area by use of sinogram in helical tomotherapy2014
- Author(s)
  Akihiro Haga, Keiichi Nakagawa, Calvin Maurer, Ken Ruchala, Edward Chao, Dylan Casey, Satoshi Kida, Dousatsu Sakata, Masahiro Nakano, Taiki Magome, Yoshitaka Masutani
- Journal Title
  
  Radiation Oncology
  
  Volume: 9 Issue: 1 Pages: 252-252
- DOI
  10.1186/s13014-014-0252-0
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-13J02944, KAKENHI-PROJECT-24601017, KAKENHI-PROJECT-24689048, KAKENHI-ORGANIZER-26108001, KAKENHI-PLANNED-26108003, KAKENHI-PROJECT-26860397
[Journal Article] Computer-Assisted Delineation of Lung Tumor Regions in Treatment Planning CT Images with PET/CT Image Sets Based on an Optimum Contour Selection Method2014
- Author(s)
  Ze Jin, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Jumpei Kuwazuru, Taiki Magome, Hidetake Yabuuchi, Hiroshi Honda, Hideki Hirata, Masayuki Sasaki
- Journal Title
  
  Journal of Radiation Research
  
  Volume: 55 Issue: 6 Pages: 1153-62
- DOI
  10.1093/jrr/rru056
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-13J02944, KAKENHI-PROJECT-26860397
[Patent] 画像処理装置及び画像処理方法2015
- Inventor(s)
  芳賀昭弘，馬込大貴，中川恵一
- Industrial Property Rights Holder
  芳賀昭弘，馬込大貴，中川恵一
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2015-246604
- Filing Date
  2015-12-07
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] 未来を拓く深層学習の基礎2024
- Author(s)
  馬込大貴
- Organizer
  第 70 回臨床医学物理研究会令和 5 年度臨床医学物理セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-23K11879
[Presentation] 世界の放射線技術学と多様性, 海外の医学物理士関連の団体とその学術大会2021
- Author(s)
  馬込大貴
- Organizer
  第77回日本放射線技術学会総会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Prediction of prostate cancer recurrence using machine learning models developed with extrapolation data2021
- Author(s)
  Kouhei Oguma, Taiki Magome, Masanori Someya, Tomokazu Hasegawa, Koh-ichi Sakata.
- Organizer
  第121回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Structural similarity autoencoderに基づく検像支援システムの開発2021
- Author(s)
  真木彪汰, 馬込大貴, 林達也, 橋本真衣子, 高橋雅彦, 林則夫
- Organizer
  第77回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Outcome modeling using extrapolation data in oropharyngeal cancer patients after radiotherapy2021
- Author(s)
  Kohei Oguma, Taiki Magome, Masanori Someya, Tomokazu Hasegawa, Koh-ichi Sakata.
- Organizer
  The 9th Korea-Japan Joint Meeting on Medical Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] AI-based detection of positioning error in skull X-ray images based on convolutional neural network2021
- Author(s)
  Takuya Hirokane, Taiki Magome, Tatsuya Hayashi, Maiko Hashimoto, Masahiko Takahashi, Norio Hayashi
- Organizer
  ASMIRT-NZIMRT 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Automated dose generation for intensity-modulated radiation therapy using generative adversarial networks in prostate cancer patient.2020
- Author(s)
  Yu Murakami, Taiki Magome, Kazuki Matsumoto, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi
- Organizer
  第119回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] CT画像におけるRadiomics特徴量のばらつきの評価2020
- Author(s)
  小泉旬平, 馬込大貴
- Organizer
  第76回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 敵対的生成ネットワークに基づく検像支援システムの開発2020
- Author(s)
  廣兼拓弥, 馬込大貴, 林達也, 橋本真衣子, 高橋雅彦, 林則夫
- Organizer
  第76回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 診断から治療へ -AIの積極的な臨床応用に向けて-2020
- Author(s)
  馬込大貴
- Organizer
  第39回日本医用画像工学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Evaluation of radiomic feature stability for CT imaging parameters in lung nodules.2020
- Author(s)
  Shunpei Koizumi, Taiki Magome.
- Organizer
  AAPM 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 前立腺癌患者における前立腺内の石灰化が生化学的再発予測モデルに与える影響2020
- Author(s)
  村上悠, 馬込大貴, 水谷拓也, 佐藤智春, 吉岡靖生, 小口正彦.
- Organizer
  日本放射線腫瘍学会第33回高精度放射線外部照射部会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] A New Approach to the Risk Classification of Patients with Prostate Cancer Treated with I-125 Prostate Seed Implantation in a Japanese Nationwide Prospective Cohort Study2019
- Author(s)
  Katsumasa Nakamura, Taiki Magome, Atsunori Yorozu, Shiro Saito, Kazuto Ito, Shinsuke Kojima, Takashi Kikuchi, Masanori Fukushima, Takushi Dokiya, Hidetoshi Yamanaka.
- Organizer
  ASTRO 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 放射線治療における人工知能の応用2019
- Author(s)
  馬込大貴
- Organizer
  第12回中部放射線医療技術学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 皮下埋め込み型ポートによる線量分布への影響の検討2019
- Author(s)
  竹下利貴, 馬込大貴, 佐藤道浩, 小野澤志郎, 多湖正夫, 土屋子夏, 佐々木雅之
- Organizer
  第75回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 前立腺癌患者におけるRadiomics特徴量を用いた生化学的再発予測モデルの構築2019
- Author(s)
  村上悠, 馬込大貴, 水谷拓也, 佐藤智春, 吉岡靖生, 小口正彦
- Organizer
  日本放射線腫瘍学会第32回学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 機械学習技術の放射線治療における応用研究の動向2019
- Author(s)
  馬込大貴
- Organizer
  第15回化学放射線治療科学研究会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 放射線治療におけるAIの活用と将来展望2019
- Author(s)
  馬込大貴
- Organizer
  第31回九州放射線治療セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 医療分野におけるＡＩの最前線－ＡＩで医療は変わるのか－2019
- Author(s)
  馬込大貴
- Organizer
  総合危機管理学会第４回学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Investigation of effective input image size of fully convolutional neural network for organs at risks segmentation in head and neck cancer radiotherapy2019
- Author(s)
  Kazuki Matsumoto, Taiki Magome
- Organizer
  The 52nd Annual Meeting of the Taiwan Society of Radiological Technologists (TWSRT) and the International Conference of Medical Imaging
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] DICOM-RTの基礎と輪郭情報の抽出2019
- Author(s)
  馬込大貴
- Organizer
  第3回放射線治療人工知能研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Prediction of prostate cancer recurrence after radiotherapy using support vector machine.2019
- Author(s)
  Takuya Mizutani, Taiki Magome, Masanori Someya, Tomokazu Hasegawa, Koh-ichi Sakata
- Organizer
  The 52nd Annual Meeting of the Taiwan Society of Radiological Technologists (TWSRT) and the International Conference of Medical Imaging
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Megavoltage CT reconstruction with extended field-of-view using various prior information2019
- Author(s)
  Yuki Watanabe, Taiki Magome, Akihiro Haga, Kanabu Nawa, Masahiro Nakano, Yukihiro Nomura, Shohei Hanaoka, Keiichi Nakagawa
- Organizer
  The 52nd Annual Meeting of the Taiwan Society of Radiological Technologists (TWSRT) and the International Conference of Medical Imaging
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Effect of prostatic calcification on radiomic features extracted from computed tomography (CT)2019
- Author(s)
  Yu Murakami, Taiki Magome, Masahiro Nakano, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi
- Organizer
  The 52nd Annual Meeting of the Taiwan Society of Radiological Technologists (TWSRT) and the International Conference of Medical Imaging
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 人工知能と放射線治療2019
- Author(s)
  馬込大貴
- Organizer
  札幌医科大学放射線治療セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Potential of radiomic feature related to prostatic calcifications for the machine learning based prediction of biochemical recurrence in prostate cancer patient.2019
- Author(s)
  Yu Murakami, Taiki Magome, Takuya Mizutani, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi.
- Organizer
  ASTRO 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 診療放射線部門におけるAIの現状と将来展望2019
- Author(s)
  馬込大貴
- Organizer
  東京電子専門学校診療放射線学科創設50周年記念特別講演
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 令和の時代、医療に必要な技術・知識2019
- Author(s)
  馬込大貴
- Organizer
  第15回中四国放射線医療技術フォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 英語アブストラクトの書き方2019
- Author(s)
  馬込大貴
- Organizer
  第75回日本放射線技術学会総会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 検査画像・医療情報を利用した患者の予後予測と機械 / 深層学習の適用2019
- Author(s)
  馬込大貴
- Organizer
  JIRA第9回画像医療システム産業研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 模様を定量化する-テクスチャ解析の基礎-.2019
- Author(s)
  馬込大貴
- Organizer
  レディオミクス研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 我々はどう生きるべきか-AI時代における医学物理と放射線技術-2019
- Author(s)
  馬込大貴
- Organizer
  駒澤大学診療放射線研究会第4回研究会セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 頭頸部癌放射線治療における治療計画CTのSemantic Segmentation2018
- Author(s)
  松本和樹, 馬込大貴
- Organizer
  第116回医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Field-of-view expansion of megavoltage CT based on iterative reconstruction algorithm using prior information2018
- Author(s)
  Yuki Watanabe, Taiki Magome, Akihiro Haga, Kanabu Nawa, Masahiro Nakano, Yukihiro Nomura, Shohei Hanaoka, Keiichi Nakagawa
- Organizer
  第115回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Optimization of feature subset and parameters for support vector machine using genetic algorithm in outcome prediction for patients with glioma2018
- Author(s)
  Takuya Mizutani, Taiki Magome, Akihiro Haga, Hiroshi Igaki, Kanabu Nawa, Noriyasu Sekiya, Keiichi Nakagawa
- Organizer
  第115回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 治療計画用kVCTを事前情報に用いた逐次近似再構成法に基づくMVCT画像の有効視野拡大方法の開発2018
- Author(s)
  渡辺悠紀, 馬込大貴, 芳賀昭弘, 名和要武, 中野正寛, 野村行弘, 花岡昇平, 中川恵一
- Organizer
  第116回医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Semantic segmentation using deep convolutional neural network in head and neck cancer radiotherapy2018
- Author(s)
  Kazuki Matsumoto, Taiki Magome
- Organizer
  ESTRO meets ASIA 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Nationwide prostate cancer outcome prediction study of permanent iodine-125 seed implantation: Outcome prediction using machine learning techniques with cohort 12018
- Author(s)
  Taiki Magome, Katsumasa Nakamura, Takashi Kikuchi, Shinsuke Kojima, Kazuto Ito, Atsunori Yorozu, Shiro Saito, Masanori Fukushima
- Organizer
  RSNA 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Nationwide prostate cancer outcome prediction study of permanent iodine-125 seed implantation based on artificial intelligence: Preliminary analysis with cohort 12018
- Author(s)
  Taiki Magome, Katsumasa Nakamura, Takashi Kikuchi, Shiro Saito
- Organizer
  The 6th Taiwan-Japan Radiation Oncology Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 機械学習による放射線技術学の将来展望2018
- Author(s)
  馬込大貴
- Organizer
  京都大学医学部附属病院第10回放射線部学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 皮下埋め込み型ポートが投与線量に与える影響の検討2018
- Author(s)
  竹下利貴, 馬込大貴, 守田圭伸, 筒井悠治, 氷室和彦, 馬場眞吾, 佐々木雅之
- Organizer
  第46回日本放射線技術学会秋季学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 放射線治療分野におけるAIの可能性と将来展望2018
- Author(s)
  馬込大貴
- Organizer
  第23回北奥羽放射線治療懇談会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 前立腺がん患者の放射線治療後の予後予測2018
- Author(s)
  水谷拓也, 馬込大貴, 染谷正則, 長谷川智一, 坂田耕一
- Organizer
  第2回人工知能応用医用画像研究会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Field-of-view expansion of megavoltage CT based on iterative reconstruction algorithm using information of treatment planning kV-CT2018
- Author(s)
  Yuki Watanabe, Taiki Magome, Akihiro Haga, Kanabu Nawa, Masahiro Nakano, Yukihiro Nomura, Shohei Hanaoka, Keiichi Nakagawa, Darren Zuro, Chunhui Han, Jeffrey Wong, Susanta Hui
- Organizer
  AAPM 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Machine leaning based prediction of prostate cancer recurrence after radiotherapy with radiosensitivity related proteins2018
- Author(s)
  Takuya Mizutani, Taiki Magome, Masanori Someya, Tomokazu Hasegawa, Koh-ichi Sakata
- Organizer
  RSNA 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Potential of jaw tracking technique in flattening filter free beam for lung stereotactic body radiation therapy2018
- Author(s)
  Yu Murakami, Fumiyasu Matsubayashi, Taiki Magome, Ryo Takahashi, Masato Arima, Tatsuya Kamima, Masahiro Nakano, Tomoharu Sato, Yasuo Yoshioka, Masahiko Oguchi
- Organizer
  AAPM 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Influence of respiratory motion on radiomics analyses of intratumoral heterogeneity in PET/CT imaging2018
- Author(s)
  Toshiki Takeshita, Taiki Magome, Keishin Morita, Yuji Tsutsui, Kazuhiko Himuro, Shingo Baba, Masayuki Sasaki
- Organizer
  第74回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Preliminary results of radiomics feature stability with various CT acquisition parameters2018
- Author(s)
  Taiki Magome, Arata Yano, Morio Shimada, Kohki Yoshikawa
- Organizer
  第115回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] Radiomicsと人工知能技術について2018
- Author(s)
  馬込大貴
- Organizer
  第３回大淀放射線研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K15604
[Presentation] 「医療ビッグデータの将来像」機械学習・パターン認識技術に基づく予後予測研究2016
- Author(s)
  馬込大貴
- Organizer
  第38回がんプロ合同セミナー
- Place of Presentation
  東京大学（東京）
- Year and Date
  2016-02-10
- Invited
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] 類似症例に基づく放射線治療計画支援システムの開発2016
- Author(s)
  馬込大貴, 有村秀孝, 塩山善之, 中村和正, 芳賀昭弘, 中川恵一, 平田秀紀
- Organizer
  第29回高精度放射線外部照射部会学術大会
- Place of Presentation
  一橋講堂（東京）
- Year and Date
  2016-02-27
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Dose marrow recomposition2015
- Author(s)
  Taiki Magome
- Organizer
  Total Marrow Irradiation Workshop
- Place of Presentation
  Paris（France）
- Year and Date
  2015-05-22
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Marrow Response to Chemotherapy and Radiation in Gynecologic Malignancies As Assessed by Water-Fat MRI2015
- Author(s)
  Christopher Wilke, Taiki Magome, Luke Arentsen, Rahel Ghebre, Levi Downs, Patrick Bolan, Kathryn Dusenbery, Clifford Rosen, Jerry Froelich, Douglas Yee, Susanta Hui
- Organizer
  ASTRO 2015
- Place of Presentation
  San Antonio, TX（USA）
- Year and Date
  2015-10-18
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Survival time prediction after radiotherapy for high-grade glioma patients based on machine learning technique2015
- Author(s)
  Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, Keiichi Nakagawa
- Organizer
  YITP International Workshop: Biological & Medical Science based on Physics
- Place of Presentation
  京都大学（京都）
- Year and Date
  2015-11-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Feasibility study for advanced total marrow irradiation2015
- Author(s)
  Taiki Magome
- Organizer
  JSPS Core-to-Core Program Training Plan for Cancer Professionals Pre-AAPM Scientific Symposium
- Place of Presentation
  Anaheim, CA（USA）
- Year and Date
  2015-07-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Patterns of Recurrence in Malignant Glioma Patients: Association With Neurogenic Niche and Radiation Therapy Dose2014
- Author(s)
  Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Kiichi Nakagawa
- Organizer
  ASTRO 2014
- Place of Presentation
  San Francisco CA, USA
- Year and Date
  2014-09-01
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Preliminary study for prediction of survival time after radiotherapy for high-grade glioma patients based on clinical and DVH features2014
- Author(s)
  Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, and Keiichi Nakagawa
- Organizer
  第107回日本医学物理学会学術大会
- Place of Presentation
  パシフィコ横浜, 神奈川県
- Year and Date
  2014-04-10
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Photoelectric cross sections based on the Hartree-Fock calculation2014
- Author(s)
  Akihiro Haga, Jun’ichi Kotoku, Yataro Horikawa, Dousatsu Sakata, Taiki Magome, and Keiichi Nakagawa
- Organizer
  107回日本医学物理学会学術大会
- Place of Presentation
  パシフィコ横浜, 神奈川県
- Year and Date
  2014-04-12
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Comparison of Survival-Time Prediction Models After Radiotherapy for High-Grade Glioma Patients Based On Clinical and DVH Features2014
- Author(s)
  Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, Keiichi Nakagawa
- Organizer
  56th AAPM Annual Meeting
- Place of Presentation
  Austin TX, USA
- Year and Date
  2014-07-24
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Reconstruction of the Treatment Area by Use of Sinogram in Helical Tomotherapy2014
- Author(s)
  Akihiro Haga , Keiichi Nakagawa, Calvin Maurer, Ken Ruchala, Edward Chao, Dylan Casey, Satoshi Kida, Dousatsu Sakata, Taiki Magome, Masahiro Nakano, Yoshitaka Masutani
- Organizer
  56th AAPM Annual Meeting
- Place of Presentation
  Austin TX, USA
- Year and Date
  2014-07-20
- Data Source
  KAKENHI-PROJECT-26860397
[Presentation] Prediction of survival time after radiotherapy based on artificial neural network, Dose reconstruction with daily MVCT in total marrow irradiation, Simulation of total hematopoietic marrow irradiation2014
- Author(s)
  Taiki Magome
- Organizer
  The University of Minnesota, The University of Tokyo, Osaka University Scientific symposium
- Place of Presentation
  Minneapolis MN, USA
- Year and Date
  2014-07-25
- Data Source
  KAKENHI-PROJECT-26860397
[]
[]

1. 名和要武

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
2. 染谷正則

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
3. 中野正寛

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Magome Taiki 馬込 大貴

馬込 大貴 マゴメ タイキ

Research Projects

Research Products

Co-Researchers

Development of a virtual clinical trial system based on extrapolated dataPrincipal Investigator

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Development of radiation therapy support system based on radiomicsPrincipal Investigator

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Development of deformable registration method for adaptive radiotherapyPrincipal Investigator

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[Book] レディオミクス入門2021

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[Book] Computer-assisted treatment planning approaches for SBRT in Image‐Based Computer‐Assisted Radiation Therapy2016

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[Journal Article] Trends and Future Prospects of AI Technology Utilization Research in JSRT —Challenges to Tackle and the Expected Role of Our Academic Society !?—2023

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[Journal Article] Virtual clinical trial based on outcome modeling with iteratively redistributed extrapolation data.2023

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[Journal Article] 診断から治療へ -AIの積極的活用-2020

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[Journal Article] Fully automated dose prediction using generative adversarial networks in prostate cancer patients2020

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[Journal Article] 8. How to Write Abstract2020

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[Journal Article] Fast Statistical Iterative Reconstruction for Mega-voltage Computed Tomography2020

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[Journal Article] A convolution neural network for higher resolution dose prediction in prostate volumetric modulated arc therapy2020

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[Journal Article] 世界の論文紹介2020

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Magome Taiki 馬込大貴

馬込大貴マゴメタイキ

[Journal Article] Trends and Future Prospects of AI Technology Utilization Research in JSRT　 —Challenges to Tackle and the Expected Role of Our Academic Society !?—2023