Chenchu Xu

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OCCMNet: Occlusion-Aware Class Characteristic Mining Network for multi-class artifacts detection in endoscopy
Chenchu Xu
, Yu Chen, Jie Liu, Boyan Wang, Yanping Zhang, Jie Chen, Shu Zhao
Medical & Biological Engineering & Computing
1-16, 2025

[Link] [PDF]
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*
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
pp. 200-210, 2024

[Link] [PDF]
Prediction of Freezing of Gait in Parkinson’s disease based on multi-channel time-series neural network
Boyan Wang, Xuegang Hu, Rongjun Ge,
Chenchu Xu*
, Jinglin Zhang, Zhifan Gao, Shu Zhao, and Kemal Polat
Artificial Intelligence in Medicine
154, 102932, 2024

[Link] [PDF]
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework
Chenchu Xu
, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, and Heye Zhang
Computerized Medical Imaging and Graphics
116, 102414, 2024

[Link] [PDF]
Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images
Chenchu Xu*
, Tong Zhang, Dong Zhang, Dingwen Zhang, Junwei Han
IEEE Transactions on Medical Imaging
43, 9, pp. 3072-3084, 2024

[Link] [PDF]
Deep learning for diagnosis of chronic myocardial infarction on nonenhanced cardiac cine MRI.
N Zhang, G Yang, Z Gao,
C Xu
, Y Zhang, R Shi, J Keegan, L Xu, H Zhang, Z Fan, D Firmin.
Radiology
291 (3), 606-617

[Link]
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.
C Xu
, L Xu, Z Gao, S Zhao, H Zhang, Y Zhang, X Du, S Zhao, D Ghista.
Medical image analysis
50, 82-94

[Link]
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs.
C Xu
, L Xu, P Ohorodnyk, M Roth, B Chen, S Li.
Medical image analysis
62, 101668

[Link]
Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning.
C Xu
, J Howey, P Ohorodnyk, M Roth, H Zhang, S Li.
Medical image analysis
59, 101568

[Link]
Complexity analysis of electroencephalogram dynamics in patients with Parkinson’s disease.
G Liu, Y Zhang, Z Hu, X Du, W Wu,
C Xu
, X Wang, S Li.
Parkinson’s Disease
2017

[Link]
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm.
C Xu
, L Xu, Z Gao, S Zhao, H Zhang, Y Zhang, X Du, S Zhao, D Ghista.
Medical Image Computing and Computer Assisted Intervention
-MICCAI 2017

[Link]
MuTGAN: simultaneous segmentation and quantification of myocardial infarction without contrast agents via joint adversarial learning.
C Xu
, L Xu, G Brahm, H Zhang, S Li.
Medical Image Computing and Computer Assisted Intervention
–MICCAI 2018

[Link]
Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning.
C Xu
, D Zhang, J Chong, B Chen, S Li.
Medical image analysis
69, 101976

[Link]
Beat-to-beat blood pressure and two-dimensional (axial and radial) motion of the carotid artery wall: physiological evaluation of arterial stiffness.
C Xu
, H Xiong, Z Gao, X Liu, H Zhang, Y Zhang, X Du, W Wu, G Liu, S Li.
Scientific reports
7 (1), 42254

[Link]
Video salient object detection using dual-stream spatiotemporal attention.
C Xu
, Z Gao, H Zhang, S Li, VHC de Albuquerque.
Applied Soft Computing
108, 107433

[Link]