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08/14/2023
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes
Atrial Fibrillation (AF) is characterized by rapid, irregular heartbeats...
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08/01/2023
Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
Optical Coherence Tomography (OCT) is a novel and effective screening to...
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02/15/2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
Deep regression is an important problem with numerous applications. Thes...
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10/20/2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos
Left-ventricular ejection fraction (LVEF) is an important indicator of h...
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12/22/2021