The interpretable machine learning model for depression associated with heavy metals via EMR mining method

Abstract Limited research exists on the association between depression and heavy metal exposure. This study aims to develop an interpretable and efficient machine learning (ML) model with robust performance to identify depression linked to heavy metal exposure. Data were derived from the US National...

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Bibliographic Details
Main Authors: Site Xu, Mu Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-95938-3
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