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

The identification of latent risk factors that can induce to health risks or an abnormal status is an important task in healthcare data analyses. In recent years, health analyses based on neural network models have been applied widely. However, such analysis processes are blackbox and the results la...

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Bibliographic Details
Main Authors: Ruichen Cong, Shoji Nishimura, Atsushi Ogihara, Qun Jin
Format: Article
Language:English
Published: Tsinghua University Press 2025-04-01
Series:Big Data Mining and Analytics
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Online Access:https://www.sciopen.com/article/10.26599/BDMA.2024.9020081
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