Koike Yuhei 小池優平

… Alternative Names

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 – 2024: 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 / 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

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: 2 results

# of Collaborated Products: 1 results
2. 中村聡明 (60420452)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. Ohira Shingo (50792694)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 姉帯優介 (70809376)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Koike Yuhei 小池 優平

KOIKE Yuhei 小池 優平

Research Projects

Research Products

Co-Researchers

Development of Radiology/Radiation Oncology-specific large language model

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Energy-specific radiomics analysis based on dual-energy CT: Development of a prognostic model for head and neck cancerPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a radiotherapy indication score for aggressive treatment of bone metastases

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A novel stereotactic radiotherapy treatment planning using artificial intelligence for patients with brain metastases

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Automatic treatment planning based on patient-specific dose distribution using deep learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Author(s)

Journal Title

DOI

Data Source

[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)

Journal Title

DOI

Data Source

[Journal Article] Artificial intelligence-aided lytic spinal bone metastasis classification on CT scans2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Clinical target volume segmentation based on gross tumor volume using deep learning for head and neck cancer treatment2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Patient-specific three-dimensional dose distribution prediction via deep learning for prostate cancer therapy: Improvement with the structure loss2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Pseudo low-energy monochromatic imaging of head and neck cancers: Deep learning image reconstruction with dual-energy CT2022

Author(s)

Journal Title

DOI

Data Source

[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)

Journal Title

DOI

Data Source

[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)

Organizer

Data Source

Koike Yuhei 小池優平

KOIKE Yuhei 小池優平