Communications Medicine
EchoCLR, a label-efficient self-supervised learning method for echocardiography.
medRxiv preprint
Automated cardiomyopathy detection in point-of-care ultrasonography (POCUS).
Medical Image Analysis
Overview of the CXR-LT challenge on long-tailed, multi-label disease classification from chest X-ray.
arXiv preprint
Automated eye disease prognosis by survival analysis from longitudinal medical imaging.
Scientific Reports
Ensemble methods for automated pediatric rib fracture detection on chest X-ray.
JAMA Cardiology
An AI biomarker for aortic stenosis (AS) progression based on echocardiography.
arXiv preprint
Overview of the MICCAI 2020 RibFrac Challenge.
arXiv preprint
Contrastive learning method for improved fairness in automated chest X-ray classification.
Journal of the American Medical Informatics Association
Label-efficient electrocardiogram (ECG) image classification with contrastive learning.
Nature Communications
A novel loss function for improved group fairness in chest X-ray classification.