A new hierarchical attention model with contrastive learning detects maternal hypertension from fetal hemodynamics in Doppler ultrasound at AUROC 0.80 on a large Guatemala dataset.
Prenatal and postnatal cardiac development in offspring of hypertensive pregnancies.Journal of the American Heart Association, 9(9):e014586
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Multi-View Hierarchical Representation Learning of Fetal Hemodynamics for Maternal Hypertension Detection at the Edge
A new hierarchical attention model with contrastive learning detects maternal hypertension from fetal hemodynamics in Doppler ultrasound at AUROC 0.80 on a large Guatemala dataset.