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Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge

Ruichen Cong Shoji Nishimura Atsushi Ogihara Qun Jin

大数据挖掘与分析(英文版)2025,Vol.8Issue(2):447-457,11.
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

Ruichen Cong 1Shoji Nishimura 2Atsushi Ogihara 2Qun Jin2

作者信息

  • 1. Graduate School of Human Sciences,Waseda University,Tokorozawa 359-1192,Japan
  • 2. Faculty of Human Sciences,Waseda University,Tokorozawa 359-1192,Japan
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摘要

关键词

health data analysis/latent factor exploration/interpretable approach/health risk estimation

Key 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)

大数据挖掘与分析(英文版)

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