Interpretable machine learning for predicting early mental health care-seeking among reproductive-age women in Bangladesh using BDHS 2022 data

Abstract Machine learning (ML) holds promise for predicting complex health behaviors such as mental health care-seeking, yet its use and interpretation in low-resource settings remain underexplored. This study utilized the 2022 Bangladesh Demographic and Health Survey to predict care-seeking behavio...

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Prif Awduron:	Masudur Rahman Kanchon, Jamilu Sani, Tanvir Ahmed, Md. Rakib Akon, Farouk Musa Aliyu
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Springer 2026-06-01
Cyfres:	Discover Public Health
Pynciau:	Machine learning SHAP Random forest Anxiety Depression Bangladesh
Mynediad Ar-lein:	https://doi.org/10.1186/s12982-026-02344-9
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!