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Research Article posted

Multi-Layer Machine Learning Identifies sST2 as a Predictor of Adverse Pregnancy Outcomes in Women with Heart Disease

Umair Arif

Adverse pregnancy outcomes (APOs), including preeclampsia, preterm birth, and maternal heart failure, pose substantial risks for women with pre-existing heart disease. Soluble ST2 (sST2), a biomarker ...

Research Square 2026-04-21 rs-9459444
Adverse Pregnancy Outcomes (APOs) Soluble ST2 (sST2) Dendritic Neural Model (DNM) CTGAN Data Augmentation Risk Stratification Interpretability
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