A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms. - Zhe Huang; Gary Long; Benjamin Wessler; Michael C. Hughes (MLHC, 2021)

Fix-A-Step: Effective Semi-supervised Learning from Uncurated Unlabeled Sets. - Zhe Huang; Mary-Joy Sidhom; Benjamin S. Wessler; Michael C. Hughes (CoRR, 2022)

Fix-A-Step: Semi-supervised Learning From Uncurated Unlabeled Data. - Zhe Huang; Mary-Joy Sidhom; Benjamin Wessler; Michael C. Hughes (AISTATS, 2023)

Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning. - Zhe Huang; Benjamin S. Wessler; Michael C. Hughes (MLHC, 2023)

Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis. - Zhe Huang; Xiaowei Yu; Benjamin S. Wessler; Michael C. Hughes (ISBI, 2025)