HE Yupeng ＨＥＹＵＰＥＮＧ

… Alternative Names

HE YUPENG ホーウホウ

He Yupeng HE YUPENG

Less

Researcher Number	00953267
Other IDs	https://orcid.org/0000-0003-3162-0176
Affiliation (Current)	2025: 藤田医科大学, 医学部, 助教
Affiliation (based on the past Project Information) *help	2025: 藤田医科大学, 医学部, 助教 2022 – 2023: 藤田医科大学, 医学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 58030:Hygiene and public health-related: excluding laboratory approach / 0908:Society medicine, nursing, and related fields
Keywords	Principal Investigator Epidemiology / Machine learning / Generative data / Generative AI / 1 / Prediction method / Artifical image / Feature sequence / Prediction / Model performance … More / 機械学習 / 予測モデル / 疫学研究 / 人工画像 / Artificial image Less

Research Projects
(2 results)
Research Products
(4 results)

Constructing prediction models in epidemiological research: utilizing generative AI and generated dataPrincipal Investigator
- Principal Investigator
  
  HE YUPENG
- Project Period (FY)
  2025 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Fujita Health University
Development of a novel method for prediction using artificial image and image identificationPrincipal Investigator
- Principal Investigator
  
  He Yupeng
- Project Period (FY)
  2022 – 2023
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0908:Society medicine, nursing, and related fields
- Research Institution
  Fujita Health University

All Journal Article Presentation Patent

[Journal Article] Can feature structure improve model’s precision? A novel prediction method using artificial image and image identification2024
- Author(s)
  He Yupeng、Sun Qiwen、Matsunaga Masaaki、Ota Atsuhiko
- Journal Title
  
  JAMIA Open
  
  Volume: 7 Issue: 1
- DOI
  10.1093/jamiaopen/ooae012
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K21186
[Patent] 人工画像データ生成装置、予測装置、人工画像データ生成方法、予測方法、及びプログラム2023
- Inventor(s)
  He Yupeng
- Industrial Property Rights Holder
  藤田学園
- Industrial Property Rights Type
  特許
- Filing Date
  2023
- Data Source
  KAKENHI-PROJECT-22K21186
[Presentation] Development of a novel method for prediction using artificial image and image identification2024
- Author(s)
  He Yupeng, Matsunaga Masaaki, Ota Atsuhiko
- Organizer
  The 34th Annual Scientific Meeting of the Japan Epidemiological Association Registration
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21186
[Presentation] Does the Feature Order Affect the Performance of Artificial Neural Network Model? A classifier for the existence of schizophrenia based on a Japanese online survey (特徴量の順序は人工ニューラルネットワークモデルの性能に影響するか？日本のオンライン調査に基づく統合失調症有無の分類)2023
- Author(s)
  He Yupeng
- Organizer
  第9回藤田医科大学学内研究シーズ・ニーズ発表交流会
- Data Source
  KAKENHI-PROJECT-22K21186