首页|期刊导航|大数据挖掘与分析(英文版)|Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge
大数据挖掘与分析(英文版)2025,Vol.8Issue(2):447-457,11.DOI:10.26599/BDMA.2024.9020081
Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge
Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge
摘要
关键词
health data analysis/latent factor exploration/interpretable approach/health risk estimationKey words
health data analysis/latent factor exploration/interpretable approach/health risk estimation引用本文复制引用
Ruichen Cong,Shoji Nishimura,Atsushi Ogihara,Qun Jin..Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge[J].大数据挖掘与分析(英文版),2025,8(2):447-457,11.基金项目
The work was supported in part by 2022-2024 Masaru Ibuka Foundation Research Project on Oriental Medicine,2020-2025 JSPS A3 Foresight Program(No.JPJSA3F20200001),2022-2024 Japan National Initiative Promotion for Digital Rural City,2022-2024 JST SPRING(No.JPMJSP2128),2023 and 2024 Waseda University Grants for Special Research Projects(Nos.2023C-216 and 2024C-223),2023-2024 Waseda University Advanced Research Center Project for Regional Cooperation Support,and 2023-2024 Waseda University Advanced Research Center for Human Sciences Project(No.BA080Z000300).We thank Dr.Kiichi Tago for his support for this work including sharing MIMIC dataset and all the participants in our experiment for their time and contributions. (No.JPJSA3F20200001)