Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms.
IEEE Trans. Biomed. Eng., September, 2024
Cardiac Physiology Knowledge-Driven Diffusion Model for Contrast-Free Synthesis Myocardial Infarction Enhancement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Causal knowledge fusion for 3D cross-modality cardiac image segmentation.
Inf. Fusion, November, 2023
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis.
IEEE J. Biomed. Health Informatics, October, 2023
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework.
Appl. Soft Comput., October, 2023
Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography.
Future Gener. Comput. Syst., August, 2023
Survival prediction of heart failure patients using motion-based analysis method.
Comput. Methods Programs Biomed., June, 2023
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT.
IEEE J. Biomed. Health Informatics, 2023
Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion.
Medical Image Anal., 2021
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things.
IEEE Internet Things J., 2021
Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis.
Inf. Fusion, 2021
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs.
Medical Image Anal., 2020
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.
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Future Gener. Comput. Syst., 2020
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.
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Medical Image Anal., 2018
MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017