Development of a machine learning-based depression risk identification tool for older adults with asthma

Abstract Background Asthma is a chronic inflammatory disorder that adversely affects the quality of life, particularly in older adults. The coexistence of depression in asthma patients complicates their management and exacerbates health outcomes. This study aims to develop a machine learning-based D...

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Bibliographic Details

Published in:	BMC Psychiatry
Main Authors:	Lin An, Xi Wang, Liuqun Jia, Ruhao Wu, Meng Liu, Huan Wang
Format:	Article
Language:	English
Published:	BMC 2025-09-01
Subjects:	Asthma Depression Machine learning Risk prediction Older Mental health
Online Access:	https://doi.org/10.1186/s12888-025-07338-6