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Koike Yuhei  小池 優平

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KOIKE Yuhei  小池 優平

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Researcher Number 90866154
Other IDs
Affiliation (Current) 2025: 関西医科大学, 医学部, 助教
Affiliation (based on the past Project Information) *help 2020 – 2025: 関西医科大学, 医学部, 助教
Review Section/Research Field
Principal Investigator
Basic Section 52040:Radiological sciences-related
Except Principal Investigator
Basic Section 52040:Radiological sciences-related
Keywords
Principal Investigator
放射線治療 / 人工知能 / 医学物理 / 頭頸部 / DECT / AI / Dual-energy CT / radiomics / 治療計画 / 線量分布予測 … More / 適応放射線治療 / 機械学習 / 深層学習 / 個別化治療 / 高精度放射線治療 … More
Except Principal Investigator
医学物理 / 人工知能 / 放射線治療 / 3Dプリンタ製支持器具開発 / 部分遮蔽強度変調線源開発 / 新型アプリケータ開発 / 極小X線管の開発 / AI / 転移性骨腫瘍 / 自然言語処理 / LLM / 大規模言語モデル / 迅速 / 定位放射線治療 / MRI / 転移性脳腫瘍 Less
  • Research Projects

    (6 results)
  • Research Products

    (8 results)
  • Co-Researchers

    (14 People)
  •  Innovation of new national HDR-remote afterloading system

    • Principal Investigator
      吉田 謙
    • Project Period (FY)
      2025 – 2027
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      Kansai Medical University
  •  Development of Radiology/Radiation Oncology-specific large language model

    • Principal Investigator
      武川 英樹
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      Kansai Medical University
  •  Energy-specific radiomics analysis based on dual-energy CT: Development of a prognostic model for head and neck cancerPrincipal Investigator

    • Principal Investigator
      小池 優平
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      Kansai Medical University
  •  Development of a radiotherapy indication score for aggressive treatment of bone metastases

    • Principal Investigator
      中村 聡明
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      Kansai Medical University
  •  A novel stereotactic radiotherapy treatment planning using artificial intelligence for patients with brain metastases

    • Principal Investigator
      Ohira Shingo
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      The University of Tokyo
      Osaka International Cancer Institute
  •  Automatic treatment planning based on patient-specific dose distribution using deep learningPrincipal Investigator

    • Principal Investigator
      KOIKE Yuhei
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 52040:Radiological sciences-related
    • Research Institution
      Kansai Medical University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

  • [Journal Article] Artificial intelligence-based image-domain material decomposition in single-energy computed tomography for head and neck cancer2024

    • Author(s)
      Koike Yuhei、Ohira Shingo、Yamamoto Yuki、Miyazaki Masayoshi、Konishi Koji、Nakamura Satoaki、Tanigawa Noboru
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: 19 Issue: 3 Pages: 541-551

    • DOI

      10.1007/s11548-023-03058-y

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K14931
  • [Journal Article] Comparison of dosimetric parameters and robustness for rotational errors in fractionated stereotactic irradiation using automated noncoplanar volumetric modulated arc therapy for patients with brain metastases: single- versus multi-isocentric technique2023

    • Author(s)
      Yamamoto Yuki、Ohira Shingo、Kanayama Naoyuki、Inui Shoki、Ueda Yoshihiro、Koike Yuhei、Miyazaki Masayoshi、Nishio Teiji、Koizumi Masahiko、Konishi Koji
    • Journal Title

      Radiological Physics and Technology

      Volume: 16 Issue: 2 Pages: 310-318

    • DOI

      10.1007/s12194-023-00720-7

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K07742
  • [Journal Article] Artificial intelligence-aided lytic spinal bone metastasis classification on CT scans2023

    • Author(s)
      Koike Yuhei、Yui Midori、Nakamura Satoaki、Yoshida Asami、Takegawa Hideki、Anetai Yusuke、Hirota Kazuki、Tanigawa Noboru
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: - Issue: 10 Pages: 1867-1874

    • DOI

      10.1007/s11548-023-02880-8

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16742, KAKENHI-PROJECT-23K07144
  • [Journal Article] Clinical target volume segmentation based on gross tumor volume using deep learning for head and neck cancer treatment2023

    • Author(s)
      Kihara Sayaka、Koike Yuhei、Takegawa Hideki、Anetai Yusuke、Nakamura Satoaki、Tanigawa Noboru、Koizumi Masahiko
    • Journal Title

      Medical Dosimetry

      Volume: 48 Issue: 1 Pages: 20-24

    • DOI

      10.1016/j.meddos.2022.09.004

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16742
  • [Journal Article] Patient-specific three-dimensional dose distribution prediction via deep learning for prostate cancer therapy: Improvement with the structure loss2023

    • Author(s)
      Koike Yuhei、Takegawa Hideki、Anetai Yusuke、Ohira Shingo、Nakamura Satoaki、Tanigawa Noboru
    • Journal Title

      Physica Medica

      Volume: 107 Pages: 102544-102544

    • DOI

      10.1016/j.ejmp.2023.102544

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16742
  • [Journal Article] Pseudo low-energy monochromatic imaging of head and neck cancers: Deep learning image reconstruction with dual-energy CT2022

    • Author(s)
      Yuhei Koike, Shingo Ohira, Yuri Teraoka, Ayako Matsumi, Yasuhiro Imai, Yuichi Akino, Masayoshi Miyazaki, Satoaki Nakamura, Koji Konishi, Noboru Tanigawa, Kazuhiko Ogawa
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: - Issue: 7 Pages: 1271-1279

    • DOI

      10.1007/s11548-022-02627-x

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K16742, KAKENHI-PROJECT-20K08022
  • [Journal Article] Deep learning-based metal artifact reduction using cycle-consistent adversarial network for intensity-modulated head and neck radiation therapy treatment planning2020

    • Author(s)
      Koike Yuhei, Anetai Yusuke, Takegawa Hideki, Ohira Shingo, Nakamura Satoaki, Tanigawa Noboru
    • Journal Title

      Physica Medica

      Volume: 78 Pages: 8-14

    • DOI

      10.1016/j.ejmp.2020.08.018

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K15567, KAKENHI-PROJECT-18K15650, KAKENHI-PROJECT-20K16742
  • [Presentation] 頭頸部放射線治療のための深層学習によるGTVに基づいたCTVセグメンテーション2021

    • Author(s)
      木原 彩花、小池 優平、武川 英樹、姉帯 優介、中村 聡明、谷川 昇、高橋 豊、小泉 雅彦
    • Organizer
      第34回高精度放射線外部照射部会学術大会
    • Data Source
      KAKENHI-PROJECT-20K16742
  • 1.  武川 英樹 (60526870)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 1 results
  • 2.  中村 聡明 (60420452)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 0 results
  • 3.  姉帯 優介 (70809376)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  Ohira Shingo (50792694)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 5.  吉田 謙 (10463291)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  村上 直也 (00604282)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  隅田 伊織 (10425431)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  秋山 広徳 (20448111)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  増井 浩二 (20783830)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  吉村 亮一 (40302864)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  山崎 秀哉 (50301263)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  林崎 規託 (50334537)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  飯島 康太郎 (50792909)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  武中 正 (80626771)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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