Automated detection of severe aortic stenosis using single-view echocardiography: A self-supervised ensemble learning approach

medRxiv Preprint Accurate detection of severe aortic stenosis based on self-supervised and ensemble learning of single-view echocardiograms.

Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study

arXiv Preprint A large-scale benchmark for long-tailed learning of chest X-rays.

Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis

arXiv Preprint Self-supervised learning method for echocardiogram videos drives label-efficient fine-tuning on aortic stenosis classification. Presented at IMLH 2022, an ICML workshop.

Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays

arXiv Preprint A Transformer for weakly supervised disease localization that uses a novel feedback loop between (local) radiomics features and (global) chest X-ray features.