aortic-stenosis

There are 0 repository under aortic-stenosis topic.

CarDS-Yale / EchoCLR
"Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis" by Gregory Holste, Evangelos Oikonomou, Bobak Mortazavi, Zhangyang Wang, and Rohan Khera
aortic-stenosis disease-classification echocardiography lvh medical-image-analysis self-supervised-learning
Language:Python 5
CarDS-Yale / echo-severe-AS
[European Heart Journal] "Severe aortic stenosis detection by deep learning applied to echocardiography" by Gregory Holste et al.
aortic-stenosis deep-learning echocardiography
Language:Python 4
hooman007 / ProtoASNet
Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference
aleatoric-uncertainty echocardiography prototypical-networks aortic-stenosis explainable-ai-in-medical-imaging explainable-artificial-intelligence interpretable-deep-learning miccai2023 part-prototypes prototypes prototypical-learning pytorch transparency video-classification xai
Language:Python 3

CarDS-Yale / EchoCLR