Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. - Chenchu Xu; Lei Xu 037; Zhifan Gao; Shen Zhao; Heye Zhang; Yanping Zhang 001; Xiuquan Du; Shu Zhao; Dhanjoo N. Ghista; Shuo Li 001 (MICCAI (3), 2017)

MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning. - Chenchu Xu; Lei Xu 037; Gary Brahm; Heye Zhang; Shuo Li 001 (MICCAI (2), 2018)

Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. - Chenchu Xu; Lei Xu 037; Zhifan Gao; Shen Zhao; Heye Zhang; Yanping Zhang 001; Xiuquan Du; Shu Zhao; Dhanjoo N. Ghista; Huafeng Liu 003; Shuo Li 001 (Medical Image Anal., 2018)

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. - Guang Yang 006; Jun Chen; Zhifan Gao; Shuo Li 001; Hao Ni 001; Elsa D. Angelini; Tom Wong; Raad Mohiaddin; Eva Nyktari; Ricardo Wage; Lei Xu 037; Yanping Zhang 001; et al. (Future Gener. Comput. Syst., 2020)

Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs. - Chenchu Xu; Lei Xu 037; Pavlo Ohorodnyk; Mike Roth; Bo Chen 013; Shuo Li 001 (Medical Image Anal., 2020)

Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis. - Weiwei Zhang 006; Guang Yang 006; Nan Zhang; Lei Xu 037; Xiaoqing Wang; Yanping Zhang 001; Heye Zhang; Javier Del Ser; Victor Hugo C. de Albuquerque (Inf. Fusion, 2021)

Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things. - Chenchu Xu; Zhifan Gao; Dong Zhang 009; Jinglin Zhang; Lei Xu 037; Shuo Li 001 (IEEE Internet Things J., 2021)

Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion. - Jiaqi Chen; Pengfei Zhang; Huafeng Liu 003; Lei Xu 037; Heye Zhang (Medical Image Anal., 2021)

Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. - Weiwei Zhang 006; Zhen Zhou; Zhifan Gao; Guang Yang 006; Lei Xu 037; Weiwen Wu; Heye Zhang (IEEE J. Biomed. Health Informatics, 2023)

Survival prediction of heart failure patients using motion-based analysis method. - Saidi Guo; Heye Zhang; Yifeng Gao; Hui Wang 113; Lei Xu 037; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Comput. Methods Programs Biomed., 2023)

Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. - Dong Zhang 012; Heye Zhang; Hongwei Zhang; Lei Xu 037; Jinglin Zhang; Zhifan Gao (Future Gener. Comput. Syst., 2023)

Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. - Jinhao Liu; Xinglai Zhu; Chenchu Xu; Lei Xu 037; Zhifan Gao; Kemal Polat; Fayadh Alenezi (Appl. Soft Comput., 2023)

HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. - Xiaodan Xing; Javier Del Ser; Yinzhe Wu 001; Yang Li 010; Jun Xia 002; Lei Xu 037; David N. Firmin; Peter Gatehouse; Guang Yang 006 (IEEE J. Biomed. Health Informatics, 2023)

Causal knowledge fusion for 3D cross-modality cardiac image segmentation. - Saidi Guo; Xiujian Liu; Heye Zhang; Qixin Lin; Lei Xu 037; Changzheng Shi; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Inf. Fusion, 2023)

Cardiac Physiology Knowledge-Driven Diffusion Model for Contrast-Free Synthesis Myocardial Infarction Enhancement. - Ronghui Qi; Xiaohu Li; Lei Xu 037; Jie Zhang; Yanping Zhang 001; Chenchu Xu (MICCAI (1), 2024)

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. - Shichang Lian; Zhifan Gao; Hui Wang 113; Xiujian Liu; Lei Xu 037; Huafeng Liu 003; Heye Zhang (IEEE Trans. Biomed. Eng., 2024)