A multi-view VAE pretrained on newborn echocardiograms achieves higher balanced accuracy for PH severity grading than the supervised baseline, but falls behind it for binary PH detection.
Neonatal echocardiography teaching manual, 01 2014
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Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach
A multi-view VAE pretrained on newborn echocardiograms achieves higher balanced accuracy for PH severity grading than the supervised baseline, but falls behind it for binary PH detection.