Development and validation of an interpretable machine learning model and online web-based calculator based on social-ecosystem theory for early prediction of postpartum depression: a longitudinal study.

Front Public Health · 2025 · PMC12575091 · PMID 41179789

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an increasing trendno p-value reported

Furthermore, within the 24-week postpartum screening window, the prevalence of PPD may rise from 12.9 to 17.4%, demonstrating an increasing trend ( 12 , 13 ).

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