Cardiology Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning. July 6, 2024
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Cardiology | Medical Informatics Biometric contrastive learning for data-efficient deep learning from electrocardiographic images. January 25, 2024
Radiology How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? October 18, 2023
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Artificial Intelligence | Cardiology | Imaging A digital biomarker for aortic stenosis development and progression using deep learning for two-dimensional echocardiography. October 9, 2023
Computer Science | Radiology Improving model fairness in image-based computer-aided diagnosis. October 6, 2023
Artificial Intelligence | Cardiology Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images. September 25, 2023
Cardiology Severe aortic stenosis detection by deep learning applied to echocardiography. August 23, 2023
Ophthalmology Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations. June 23, 2023
Computer Science | Machine Learning How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. April 14, 2023