Gregory Holste

Latest

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
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
High sensitivity methods for automated rib fracture detection in pediatric radiographs
A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
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?
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision
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
Avalanche decision schemes to improve pediatric rib fracture detection
End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI
Deep learning methods for segmentation of lines in pediatric chest radiographs
Multi-class semantic segmentation of pediatric chest radiographs