Hirose Takaaki 廣瀬貴章

… Alternative Names

HIROSE Takaaki 廣瀬貴章

Less

Researcher Number	50608982
Other IDs	https://orcid.org/0000-0003-2410-8254
Affiliation (Current)	2024: 九州大学, 大学病院, 診療放射線技師
Affiliation (based on the past Project Information) *help	2019 – 2022: 九州大学, 大学病院, 診療放射線技師
Review Section/Research Field	Principal Investigator Basic Section 50020:Tumor diagnostics and therapeutics-related Except Principal Investigator Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator Radiomics / 画像特徴量 / 放射線肺臓炎 / 放射線治療 / 肺癌 / 機械学習 / 個別化治療計画 / 治療計画体積マージン / IMRT / 前立腺癌 / PTVマージン … More Except Principal Investigator … More 治療法最適化 / 再発リスク予測 / 重症度予測 / 深層学習 / 放射線肺臓炎 / 肺癌 Less

Development of precise radiotherapy treatment planning method using spatial imaging feature analysisPrincipal Investigator
- Principal Investigator
  
  廣瀬貴章
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 50020:Tumor diagnostics and therapeutics-related
- Research Institution
  Kyushu University
深層学習を応用した肺癌放射線治療後の肺臓炎重症度予測と治療法最適化システムの開発
- Principal Investigator
  
  塩山善之
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kyushu University
Development of Planning Target Volume Margin Automatic Determination SystemPrincipal Investigator
- Principal Investigator
  
  HIROSE Takaaki
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 50020:Tumor diagnostics and therapeutics-related
- Research Institution
  Kyushu University

All 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] 放射線治療における深層学習の応用2022
- Author(s)
  塩山善之,二宮健太, 廣瀬貴章, 兒玉拓巳, 吉武忠正, 有村秀孝
- Journal Title
  
  日本臨牀　最新臨床肺癌学 ―診断・治療の最新動向―　V. 治療
  
  Volume: 80 (増刊号8） Pages: 477-483
- Data Source
  KAKENHI-PROJECT-20K08113
[Journal Article] Synergistic combination of a topologically invariant imaging signature and a biomarker for the accurate prediction of symptomatic radiation pneumonitis before stereotactic ablative radiotherapy for lung cancer: A retrospective analysis2022
- Author(s)
  K. Ninomiya, H. Arimura, T. Yoshitake, T. Hirose and Y. Shioyama
- Journal Title
  
  PLoS One
  
  Volume: - Issue: 1 Pages: e0263292-e0263292
- DOI
  10.1371/journal.pone.0263292
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21J12635, KAKENHI-PROJECT-20K08084, KAKENHI-PROJECT-20K08113
[Journal Article] 肺癌定位放射線治療における治療計画 CT 画像を用いたレディオミクス解析による放射線肺臓炎予測2021
- Author(s)
  廣瀬貴章、有村秀孝、二宮健太、吉武忠正、福永淳一、塩山善之
- Journal Title
  
  医用画像情報学会雑誌
  
  Volume: 38 Pages: 41-45
- NAID
  130008062562
- Data Source
  KAKENHI-PROJECT-20K08113
[Journal Article] Observer uncertainties of soft tissue‐based patient positioning in IGRT2020
- Author(s)
  Hirose Taka‐aki、Arimura Hidetaka、Fukunaga Jun‐ichi、Ohga Saiji、Yoshitake Tadamasa、Shioyama Yoshiyuki
- Journal Title
  
  Journal of Applied Clinical Medical Physics
  
  Volume: 21 Issue: 2 Pages: 73-81
- DOI
  10.1002/acm2.12817
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07718, KAKENHI-PROJECT-19K16803, KAKENHI-PROJECT-16H05389
[Journal Article] Radiomic prediction of radiation pneumonitis on pretreatment planning computed tomography images prior to lung cancer stereotactic body radiation therapy2020
- Author(s)
  Hirose Taka-aki、Arimura Hidetaka、Ninomiya Kenta、Yoshitake Tadamasa、Fukunaga Jun-ichi、Shioyama Yoshiyuki
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1 Pages: 20424-20424
- DOI
  10.1038/s41598-020-77552-7
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08113, KAKENHI-PROJECT-16H05389, KAKENHI-PROJECT-18K07718
[Presentation] CBCT画像誘導即時適応放射線治療における DIR精度評価2022
- Author(s)
  廣瀬貴章，福永淳一，松本亮二，平野奈緒美，園田真二郎，平山亮太，長峰周治，柴山祐亮，高倉健汰
- Organizer
  日本放射線腫瘍学会第35回学術大会
- Data Source
  KAKENHI-PROJECT-19K16803
[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Radiomics and Deep Learning after Lung Cancer Stereotactic Body Radiation Therapy2022
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Yunhao Cui, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga, Yoshiyuki Shioyama
- Organizer
  The American Association of Physicists in Medicine (AAPM) 64th Annual Meeting
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Radiomics and Deep Learning after Lung Cancer Stereotactic Body Radiation Therapy2022
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Yunhao Cui, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga, Yoshiyuki Shioyama
- Organizer
  AAPM 64th Annual Meeting & Exhibition
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K15583
[Presentation] CBCTベースの適応放射線治療システム2022
- Author(s)
  廣瀬貴章
- Organizer
  第50回日本放射線技術学会秋季学術大会
- Data Source
  KAKENHI-PROJECT-19K16803
[Presentation] 放射線治療を支援するAI技術2022
- Author(s)
  廣瀬貴章
- Organizer
  第17回九州放射線医療技術大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K16803
[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy2021
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Yunhao Cui, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga,　Yoshiyuki Shioyama
- Organizer
  The 9th Korea-Japan Joint Meeting on Medical Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy2021
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Yunhao Cui, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga,　Yoshiyuki Shioyama
- Organizer
  第77回日本放射線技術学会総会学術大会
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] Radiomic prediction of radiation pneumonitis in patients receiving stereotactic body radiation therapy for lung cancer2020
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga, Yoshiyuki Shioyama
- Organizer
  第119回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] CT-Radiomics特徴量を用いた非小細胞肺癌定位照射後の放射線肺臓炎予測2020
- Author(s)
  廣瀬貴章, 有村秀孝, 二宮健太, 吉武忠正, 福永淳一, 塩山善之
- Organizer
  日本放射線腫瘍学会第33回学術大会
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] Radiomic prediction of radiation pneumonitis on pretreatment planning CT images of lung cancer patients receiving stereotactic body radiation therapy2020
- Author(s)
  Taka-aki Hirose, Hidetaka Arimura, Kenta Ninomiya, Tadamasa Yoshitake, Jun-ichi Fukunaga, Yoshiyuki Shioyama
- Organizer
  American Association of Physicists in Medicine (AAPM) Annual Meeting 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08113
[Presentation] Uncertainties of Soft-Tissue-based Patient Registration by Multiple Observers Using Cone-beam CT for Prostate Cancer Radiation Therapy2019
- Author(s)
  Taka-aki Hirose， Hidetaka Arimura， Junichi Fukunaga，Saiji Ohga
- Organizer
  第117回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-19K16803
[Presentation] Reveal of Uncertainties of Soft-Tissue-based Patient Registration Due to Inter- and Intra-observer Variability in IGRT Era for Prostate Cancer Radiation Therapy2019
- Author(s)
  Taka-aki Hirose， Hidetaka Arimura， Junichi Fukunaga，Saiji Ohga
- Organizer
  The 3rd Annual Scientific Meeting on Medical Physics and Biophysics (PIT-FMB) in conjunction with the 17th South-East Asia Congress of Medical Physics (SEACOMP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K16803

1. 塩山善之 (10323304)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
2. 佐々木智成 (10380437)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 有村秀孝 (20287353)

# of Collaborated Projects: 1 results

# of Collaborated Products: 9 results
4. 吉武忠正 (40452750)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
5. 松本圭司 (40467907)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 白川友子 (40529830)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 浅井佳央里 (40635471)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. OHGA Saiji

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Hirose Takaaki 廣瀬 貴章

HIROSE Takaaki 廣瀬 貴章

Research Projects

Research Products

Co-Researchers

Development of precise radiotherapy treatment planning method using spatial imaging feature analysisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

深層学習を応用した肺癌放射線治療後の肺臓炎重症度予測と治療法最適化システムの開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Planning Target Volume Margin Automatic Determination SystemPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 放射線治療における深層学習の応用2022

Author(s)

Journal Title

Data Source

[Journal Article] Synergistic combination of a topologically invariant imaging signature and a biomarker for the accurate prediction of symptomatic radiation pneumonitis before stereotactic ablative radiotherapy for lung cancer: A retrospective analysis2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 肺癌定位放射線治療における治療計画 CT 画像を用いた レディオミクス解析による放射線肺臓炎予測2021

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Observer uncertainties of soft tissue‐based patient positioning in IGRT2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Radiomic prediction of radiation pneumonitis on pretreatment planning computed tomography images prior to lung cancer stereotactic body radiation therapy2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] CBCT画像誘導 即時適応放射線治療における DIR精度評価2022

Author(s)

Organizer

Data Source

[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Radiomics and Deep Learning after Lung Cancer Stereotactic Body Radiation Therapy2022

Author(s)

Organizer

Data Source

[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Radiomics and Deep Learning after Lung Cancer Stereotactic Body Radiation Therapy2022

Author(s)

Organizer

Data Source

[Presentation] CBCTベースの適応放射線治療システム2022

Author(s)

Organizer

Data Source

[Presentation] 放射線治療を支援するAI技術2022

Author(s)

Organizer

Data Source

[Presentation] Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy2021

Author(s)

Organizer

Data Source

[Presentation] Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy2021

Author(s)

Organizer

Data Source

[Presentation] Radiomic prediction of radiation pneumonitis in patients receiving stereotactic body radiation therapy for lung cancer2020

Author(s)

Organizer

Data Source

[Presentation] CT-Radiomics特徴量を用いた非小細胞肺癌定位照射後の放射線肺臓炎予測2020

Hirose Takaaki 廣瀬貴章

HIROSE Takaaki 廣瀬貴章

[Journal Article] 肺癌定位放射線治療における治療計画 CT 画像を用いたレディオミクス解析による放射線肺臓炎予測2021

[Presentation] CBCT画像誘導即時適応放射線治療における DIR精度評価2022