Fukata Kyohei 深田恭平

Researcher Number	00647266
Other IDs
Affiliation (based on the past Project Information) *help	2023: 慶應義塾大学, 医学部(信濃町), 助教 2022 – 2023: 慶應義塾大学, 医学部(信濃町), 共同研究員 2019 – 2021: 慶應義塾大学, 医学部(信濃町), 助教 2016 – 2018: 群馬大学, 大学院医学系研究科, 助教 2015: 群馬大学, 医学(系)研究科(研究院), 助教
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related Except Principal Investigator Basic Section 52040:Radiological sciences-related / Radiation science
Keywords	Principal Investigator 機械学習 / 有害事象予測 / 医学物理学 / 放射線治療 Except Principal Investigator 前立腺癌 / 有害事象 / 尿路 / 放射線治療 / 前立腺がん / 子宮頸癌 / 局所進行子宮頸癌 / 画像誘導小線源治療

Improving prediction accuracy of adverse events in radiation therapy using machine learningPrincipal Investigator
- Principal Investigator
  
  Fukata Kyohei
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Keio University
Development of urinary adverse event prediction model in radiotherapy for prostate cancer
- Principal Investigator
  
  OHASHI TOSHIO
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Keio University
Establishment of multi-modality image-guided brachytherapy for cervical cancer
- Principal Investigator
  
  NODA Shin-ei
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Saitama Medical University
  Gunma University

All 2021 2019

All Journal Article Presentation

[Journal Article] Retrospective comparison of rectal toxicity between carbon-ion radiotherapy and intensity-modulated radiation therapy based on treatment plan, normal tissue complication probability model, and clinical outcomes in prostate cancer2021
- Author(s)
  Fukata Kyohei、Kawamura Hidemasa、Kubo Nobuteru、Kanai Tatsuaki、Torikoshi Masami、Nakano Takashi、Tashiro Mutsumi、Ohno Tatsuya
- Journal Title
  
  Physica Medica
  
  Volume: 90 Pages: 6-12
- DOI
  10.1016/j.ejmp.2021.08.013
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K08129, KAKENHI-PROJECT-18K07744, KAKENHI-PROJECT-20K16708
[Journal Article] Mean heart dose-based normal tissue complication probability model for pericardial effusion: a study in oesophageal cancer patients2021
- Author(s)
  Fukada Junichi、Fukata Kyohei、Koike Naoyoshi、Kota Ryuichi、Shigematsu Naoyuki
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 18166-18166
- DOI
  10.1038/s41598-021-97605-9
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16801, KAKENHI-PROJECT-21K07606, KAKENHI-PROJECT-20K16708
[Journal Article] ”RapidPlan”の臨床活用～経験を活かし共有する～2019
- Author(s)
  大橋俊夫、深田恭平、池島健吾
- Journal Title
  
  INNERVISION
  
  Volume: 34 Pages: 90-91
- Data Source
  KAKENHI-PROJECT-19K08129
[Presentation] 正常組織有害事象発生率の推定したパラメータ及び患者データ群に関する頑健性2019
- Author(s)
  花田剛士，大橋俊夫，竹村亮，深田恭平，石井元樹，長谷川智之，茂松直之．
- Organizer
  第32回日本放射線腫瘍学会学術大会
- Data Source
  KAKENHI-PROJECT-19K08129

1. NODA Shin-ei (60396645)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. OHASHI TOSHIO (70327641)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
3. 中野隆史 (20211427)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 久保亘輝 (30727813)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 鳥飼幸太 (90443077)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 加藤真吾 (00370875)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 田中智樹 (80594598)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 小池直義

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Fukata Kyohei 深田恭平

Research Projects

Research Products

Co-Researchers

Improving prediction accuracy of adverse events in radiation therapy using machine learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of urinary adverse event prediction model in radiotherapy for prostate cancer

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishment of multi-modality image-guided brachytherapy for cervical cancer

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Retrospective comparison of rectal toxicity between carbon-ion radiotherapy and intensity-modulated radiation therapy based on treatment plan, normal tissue complication probability model, and clinical outcomes in prostate cancer2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Mean heart dose-based normal tissue complication probability model for pericardial effusion: a study in oesophageal cancer patients2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ”RapidPlan”の臨床活用～経験を活かし共有する～2019

Author(s)

Journal Title

Data Source

[Presentation] 正常組織有害事象発生率の推定したパラメータ及び患者データ群に関する頑健性2019

Author(s)

Organizer

Data Source

Fukata Kyohei 深田 恭平

Research Projects

Research Products

Co-Researchers

Improving prediction accuracy of adverse events in radiation therapy using machine learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of urinary adverse event prediction model in radiotherapy for prostate cancer

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishment of multi-modality image-guided brachytherapy for cervical cancer

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Retrospective comparison of rectal toxicity between carbon-ion radiotherapy and intensity-modulated radiation therapy based on treatment plan, normal tissue complication probability model, and clinical outcomes in prostate cancer2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Mean heart dose-based normal tissue complication probability model for pericardial effusion: a study in oesophageal cancer patients2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ”RapidPlan”の臨床活用 ～経験を活かし共有する～2019

Author(s)

Journal Title

Data Source

[Presentation] 正常組織有害事象発生率の推定したパラメータ及び患者データ群に関する頑健性2019

Author(s)

Organizer

Data Source

Fukata Kyohei 深田恭平

[Journal Article] ”RapidPlan”の臨床活用～経験を活かし共有する～2019