Tomita Hayato 冨田隼人

Researcher Number	90647801
Other IDs
Affiliation (Current)	2025: 聖マリアンナ医科大学, 医学部, 講師
Affiliation (based on the past Project Information) *help	2022 – 2024: 聖マリアンナ医科大学, 医学部, 講師 2021: 聖マリアンナ医科大学, 医学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator 頭頸部癌 / 予後予測 / 人工知能 / 深層学習 / 機械学習 / 放射線化学療法 / MR / 再帰型ニューラルネットワーク / 拡散強調像 / 畳み込み型ニューラルネットワーク … More / ADC / 再起型ニューラルネットワーク / 放射線治療 / 拡散強調画像 / 下咽頭癌 / 喉頭癌 Less

頭頸部癌の再発・予後予測に関するAI画像診断支援システムの開発Principal Investigator
- Principal Investigator
  
  冨田隼人
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  St. Marianna University School of Medicine
Prediction of prognosis after radiochemotherapy for head and neck cancer using recurrent neural networks and MR imagesPrincipal Investigator
- Principal Investigator
  
  Tomita Hayato
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  St. Marianna University School of Medicine

All 2023 2022

All Journal Article Presentation

[Journal Article] Radiomics model of diffusion-weighted whole-body imaging with background signal suppression (DWIBS) for predicting axillary lymph node status in breast cancer2023
- Author(s)
  Haraguchi Takafumi、Kobayashi Yasuyuki、Hirahara Daisuke、Kobayashi Tatsuaki、Takaya Eichi、Nagai Mariko Takishita、Tomita Hayato、Okamoto Jun、Kanemaki Yoshihide、Tsugawa Koichiro
- Journal Title
  
  Journal of X-Ray Science and Technology
  
  Volume: 1 Issue: 3 Pages: 1-14
- DOI
  10.3233/xst-230009
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K15814
[Journal Article] Therapeutic efficacy of selective intraarterial chemoradiotherapy with docetaxel and nedaplatin for human papilloma virus-negative oropharyngeal cancer2022
- Author(s)
  Heianna Joichi、Makino Wataru、Hirakawa Hitoshi、Agena Shinya、Tomita Hayato、Ariga Takuro、Ishikawa Kazuki、Takehara Shota、Kusada Takeaki、Maemoto Hitoshi、Maeda Hiroyuki、Murayama Sadayuki
- Journal Title
  
  Auris Nasus Larynx
  
  Volume: 49 Issue: 3 Pages: 468-476
- DOI
  10.1016/j.anl.2021.10.014
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09758, KAKENHI-PROJECT-21K15814
[Journal Article] Radiomics analysis for differentiating of cervical lymphadenopathy between cancer of unknown primary and malignant lymphoma on unenhanced computed tomography2022
- Author(s)
  Hayato Tomita, Tsuneo Yamashiro, Gyo Iida, Maho Tsubakimoto, Hidefumi Mimura, Sadayuki Murayama
- Journal Title
  
  Nagoya Journal of Medical Science
  
  Volume: 84 Issue: 2 Pages: 269-285
- DOI
  10.18999/nagjms.84.2.269
- ISSN
  0027-7622
- URL
  https://nagoya.repo.nii.ac.jp/records/2002878
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15814
[Journal Article] Deep learning approach of diffusion-weighted imaging as an outcome predictor in laryngeal and hypopharyngeal cancer patients with radiotherapy-related curative treatment: a preliminary study2022
- Author(s)
  Tomita Hayato、Kobayashi Tatsuaki、Takaya Eichi、Mishiro Sono、Hirahara Daisuke、Fujikawa Atsuko、Kurihara Yoshiko、Mimura Hidefumi、Kobayashi Yasuyuki
- Journal Title
  
  European Radiology
  
  Volume: 32 Issue: 8 Pages: 5353-5361
- DOI
  10.1007/s00330-022-08630-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15814
[Journal Article] Therapeutic efficacy of selective intra-arterial chemoradiotherapy with docetaxel and nedaplatin for fixed bulky nodal disease in head and neck cancer of unknown primary2022
- Author(s)
  Heianna Joichi、Makino Wataru、Hirakawa Hitoshi、Agena Shinya、Tomita Hayato、Ariga Takuro、Ishikawa Kazuki、Takehara Shota、Maemoto Hitoshi、Murayama Sadayuki
- Journal Title
  
  European Archives of Oto-Rhino-Laryngology
  
  Volume: 279 Issue: 6 Pages: 3105-3113
- DOI
  10.1007/s00405-021-07121-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15814
[Presentation] 各領域研究の進歩１　頭頸部2023
- Author(s)
  冨田隼人
- Organizer
  SAMI 2023
- Invited
- Data Source
  KAKENHI-PROJECT-21K15814

1. 平川仁

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Tomita Hayato 冨田 隼人

Research Projects

Research Products

Co-Researchers

頭頸部癌の再発・予後予測に関するAI画像診断支援システムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Prediction of prognosis after radiochemotherapy for head and neck cancer using recurrent neural networks and MR imagesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Radiomics model of diffusion-weighted whole-body imaging with background signal suppression (DWIBS) for predicting axillary lymph node status in breast cancer2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Therapeutic efficacy of selective intraarterial chemoradiotherapy with docetaxel and nedaplatin for human papilloma virus-negative oropharyngeal cancer2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Radiomics analysis for differentiating of cervical lymphadenopathy between cancer of unknown primary and malignant lymphoma on unenhanced computed tomography2022

Author(s)

Journal Title

DOI

ISSN

URL

Language

Data Source

[Journal Article] Deep learning approach of diffusion-weighted imaging as an outcome predictor in laryngeal and hypopharyngeal cancer patients with radiotherapy-related curative treatment: a preliminary study2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Therapeutic efficacy of selective intra-arterial chemoradiotherapy with docetaxel and nedaplatin for fixed bulky nodal disease in head and neck cancer of unknown primary2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] 各領域研究の進歩１ 頭頸部2023

Author(s)

Organizer

Data Source

Tomita Hayato 冨田隼人

[Presentation] 各領域研究の進歩１　頭頸部2023