Lei Xu

According to our database, Lei Xu authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms.

Shichang Lian, Zhifan Gao, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang

IEEE Trans. Biomed. Eng., September, 2024

Cardiac Physiology Knowledge-Driven Diffusion Model for Contrast-Free Synthesis Myocardial Infarction Enhancement.

Ronghui Qi, Xiaohu Li, Lei Xu, Jie Zhang, Yanping Zhang, Chenchu Xu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Causal knowledge fusion for 3D cross-modality cardiac image segmentation.

Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino

Inf. Fusion, November, 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, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang

IEEE J. Biomed. Health Informatics, October, 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, Zhifan Gao, Kemal Polat, Fayadh Alenezi

Appl. Soft Comput., October, 2023

Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography.

Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, Zhifan Gao

Future Gener. Comput. Syst., August, 2023

Survival prediction of heart failure patients using motion-based analysis method.

Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino

Comput. Methods Programs Biomed., June, 2023

Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT.

Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang

IEEE J. Biomed. Health Informatics, 2023

2021

Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion.

Jiaqi Chen, Pengfei Zhang, Huafeng Liu, Lei Xu, Heye Zhang

Medical Image Anal., 2021

Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things.

Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li

IEEE Internet Things J., 2021

Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis.

Weiwei Zhang, Guang Yang, Nan Zhang, Lei Xu, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque

Inf. Fusion, 2021

2020

Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs.

Chenchu Xu, Lei Xu, Pavlo Ohorodnyk, Mike Roth, Bo Chen, Shuo Li

Medical Image Anal., 2020

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.

Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan

Future Gener. Comput. Syst., 2020

2018

Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.

Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li

Medical Image Anal., 2018

MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning.

Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm.

Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017