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)	2026: 関西医科大学, 医学部, 助教
Affiliation (based on the past Project Information) *help	2020 – 2026: 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 / 自然言語処理 / LLM / 大規模言語モデル / 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 / 肺癌 / 転移性骨腫瘍 / 迅速 / 定位放射線治療 / MRI / 転移性脳腫瘍 Less

AIの予測不確実性を可視化する頭頸部がん放射線治療支援システムの開発Principal Investigator
- Principal Investigator
  
  小池優平
- Project Period (FY)
  2026 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kansai Medical University
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] Synthetic Low-Energy Monochromatic Image Generation in Single-Energy Computed Tomography System Using a Transformer-Based Deep Learning Model2024
- Author(s)
  Koike Yuhei、Ohira Shingo、Kihara Sayaka、Anetai Yusuke、Takegawa Hideki、Nakamura Satoaki、Miyazaki Masayoshi、Konishi Koji、Tanigawa Noboru
- Journal Title
  
  Journal of Imaging Informatics in Medicine
  
  Volume: 37 Issue: 5 Pages: 2688-2697
- DOI
  10.1007/s10278-024-01111-z
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24K10822, KAKENHI-PROJECT-23K14931
[Journal Article] Single-Fraction Palliative High-Dose-Rate Brachytherapy for Symptom Management in a 97-Year-Old Patient With Dementia2024
- Author(s)
  Yoshida Ken、Akita Kohiro、Yoshida Asami、Yui Midori、Hirota Kazuki、Takegawa Hideki、Anetai Yusuke、Koike Yuhei、Harima Yoko、Shiga Toshiko、Nakajima Naomi、Kazawa Nobukata、Komemushi Atsushi、Utsunomiya Keita、Tanigawa Noboru、Noborio Reiko、Nakamura Satoaki
- Journal Title
  
  Journal of Palliative Medicine
  
  Volume: 27 Issue: 8 Pages: 1102-1106
- DOI
  10.1089/jpm.2023.0450
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24K10822
[Journal Article] Cone-Beam CT to CT Image Translation Using a Transformer-Based Deep Learning Model for Prostate Cancer Adaptive Radiotherapy2024
- Author(s)
  Koike Yuhei、Takegawa Hideki、Anetai Yusuke、Nakamura Satoaki、Yoshida Ken、Yoshida Asami、Yui Midori、Hirota Kazuki、Ueda Kenichi、Tanigawa Noboru
- Journal Title
  
  Journal of Imaging Informatics in Medicine
  
  Volume: - Issue: 4 Pages: 2490-2499
- DOI
  10.1007/s10278-024-01312-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24K10822
[Journal Article] Diffusion equation quantification: selective enhancement algorithm for bone metastasis lesions in CT images2024
- Author(s)
  Anetai Yusuke、Doi Kentaro、Takegawa Hideki、Koike Yuhei、Yui Midori、Yoshida Asami、Hirota Kazuki、Yoshida Ken、Nishio Teiji、Kotoku Jun’ichi、Nakamura Mitsuhiro、Nakamura Satoaki
- Journal Title
  
  Physics in Medicine & Biology
  
  Volume: 69 Issue: 24 Pages: 245007-245007
- DOI
  10.1088/1361-6560/ad965c
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24282, KAKENHI-PROJECT-24K10822, KAKENHI-PROJECT-24K10918
[Journal Article] Combined external radiotherapy and single-fraction palliative high-dose-rate interstitial brachytherapy for a patient with a base of tongue cancer who had a previous radiation history2024
- Author(s)
  Yoshida Ken、Tanaka Yutaka、Nakamura Satoaki、Yoshida Asami、Yui Midori、Hirota Kazuki、Maebou Katsuya、Wang Zeyun、Takegawa Hideki、Anetai Yusuke、Koike Yuhei、Shiga Toshiko、Akiyama Hironori、Murakami Naoya、Asako Airi、Ogino Yuhei、Nishimoto Hitoshi、Fujisawa Takuo、Yagi Masao、Iwai Hiroshi、Tanigawa Noboru
- Journal Title
  
  Oral Radiology
  
  Volume: 41 Issue: 1 Pages: 144-150
- DOI
  10.1007/s11282-024-00779-x
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K10822, KAKENHI-PROJECT-24K13122
[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] 高線量勾配領域の評価法提案：Lie微分を用いた解析法2024
- Author(s)
  姉帯優介, 土井健太郎, 武川英樹, 小池優平, 西尾禎治, 中村光宏
- Organizer
  第127回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-24K10822
[Presentation] Tips for effective use in gEUD optimization objective while avoiding dose leverage effect: A case study for brain metastasis stereotactic radiotherapy2024
- Author(s)
  Yusuke Anetai, Hideki Takegawa, Yuhei Koike, Noboru Tanigawa, Asami Yoshida, Midori Yui, Kazuki Hirota, Ken Ueda, Ken Yoshida, Satoaki Nakamura
- Organizer
  The 3rd International Conference on Radiological Physics and Technology
- Data Source
  KAKENHI-PROJECT-24K10822
[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. 中村聡明 (60420452)

# of Collaborated Projects: 3 results

# of Collaborated Products: 6 results
2. 武川英樹 (60526870)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
3. 姉帯優介 (70809376)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 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
15. 中村光宏

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Koike Yuhei 小池 優平

KOIKE Yuhei 小池 優平

Research Projects

Research Products

Co-Researchers

AIの予測不確実性を可視化する頭頸部がん放射線治療支援システムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Innovation of new national HDR-remote afterloading system

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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] Synthetic Low-Energy Monochromatic Image Generation in Single-Energy Computed Tomography System Using a Transformer-Based Deep Learning Model2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Single-Fraction Palliative High-Dose-Rate Brachytherapy for Symptom Management in a 97-Year-Old Patient With Dementia2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Cone-Beam CT to CT Image Translation Using a Transformer-Based Deep Learning Model for Prostate Cancer Adaptive Radiotherapy2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Diffusion equation quantification: selective enhancement algorithm for bone metastasis lesions in CT images2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Combined external radiotherapy and single-fraction palliative high-dose-rate interstitial brachytherapy for a patient with a base of tongue cancer who had a previous radiation history2024

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

Koike Yuhei 小池優平

KOIKE Yuhei 小池優平