Heye J. Zhang - Publications

Uncertainty-Aware Ensemble Learning for Localizing Arrhythmia Origins from ECG.

Journal: IEEE journal of biomedical and health informatics

Published: August 11, 2026

BayeTopo: Bayesian-Based Topology-Guided Learning for Vascular Imaging Segmentation.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: July 02, 2026

Informed-Exploration Reinforcement Learning for Automated Virtual Coronary Intervention Planning.

Journal: IEEE transactions on medical imaging

Published: June 26, 2026

Corrigendum to "Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images" [Computer Methods and Programs in Biomedicine 269 (2025) 108872].

Journal: Computer methods and programs in biomedicine

Published: February 12, 2026

Gradient-Refined Federated Learning on Head-Tail Imbalanced Data.

Journal: IEEE transactions on neural networks and learning systems

Published: January 21, 2026

Non-invasive assessment of microcirculatory resistance by coronary computed tomography angiography.

Journal: EuroIntervention : journal of EuroPCR in collaboration with the Working Group on Interventional Cardiology of the European Society of Cardiology

Published: January 05, 2026

Physics-Guided Variational Method for Fractional Flow Reserve Based on Coronary Angiography.

Journal: IEEE transactions on medical imaging

Published: October 07, 2025

Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences.

Journal: IEEE transactions on medical imaging

Published: August 18, 2025

A deep learning method for diagnosis of oral potentially malignant disorders.

Journal: Journal of dentistry

Published: July 28, 2025

Diagnostic accuracy of CTA-based quantitative hemodynamics for functional assessment in coarctation of aorta.

Journal: European journal of radiology

Published: July 28, 2025

Deep Learning and Radiomics Discrimination of Coronary Chronic Total Occlusion and Subtotal Occlusion using CTA.

Journal: Academic radiology

Published: January 26, 2025

Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images.

Journal: Computer methods and programs in biomedicine

Published: January 10, 2025