Greg Holste
Greg Holste
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Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning
Artificial intelligence-guided detection of under-recognized cardiomyopathies on point-of-care cardiac ultrasound: a multi-center study
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Improving model fairness in image-based computer-aided diagnosis
Severe aortic stenosis detection by deep learning applied to echocardiography
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
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