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.
Hypertension in pregnancy: a diagnostic and therapeutic overview.High Blood Pressure & Cardiovascular Prevention, 30(4):289–303
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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.