Key predictors of postpartum depression and anxiety symptoms among mothers in Kilifi, Kenya: a machine learning approach

BackgroundThe burden of maternal postpartum depression and anxiety is disproportionately high in sub-Saharan Africa (SSA), yet the use of advanced analytical methods to capture the complex interplay of variables influencing these conditions remains underexplored.ObjectiveTo apply machine learning (M...

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Autors principals:	Faith Neema Benson, Rachel Odhiambo, Willie Brink, Anthony K. Ngugi, Akbar K. Waljee, Eileen M. Weinheimer-Haus, Cheryl A. Moyer, Ji Zhu, Amina Abubakar
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-03-01
Col·lecció:	Frontiers in Psychiatry
Matèries:	machine learning maternal mental health postpartum anxiety postpartum depression predictive modeling
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fpsyt.2026.1790893/full
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