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2020 – today
- 2024
[j21]Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang
, Zhifan Gao, Shu Zhao, Kemal Polat:
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. Artif. Intell. Medicine 154: 102932 (2024)- [j20]Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang:
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Comput. Medical Imaging Graph. 116: 102414 (2024) - [j19]Chenchu Xu, Tong Zhang, Dong Zhang, Dingwen Zhang, Junwei Han:
Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images. IEEE Trans. Medical Imaging 43(9): 3072-3084 (2024) - [c9]Ronghui Qi, Xiaohu Li, Lei Xu, Jie Zhang, Yanping Zhang, Chenchu Xu:
Cardiac Physiology Knowledge-Driven Diffusion Model for Contrast-Free Synthesis Myocardial Infarction Enhancement. MICCAI (1) 2024: 200-210 - [c8]Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao:
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. MICCAI (3) 2024: 768-778 - 2023
- [j18]Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi:
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. Appl. Soft Comput. 146: 110694 (2023) - [j17]Dong Zhang, Chenchu Xu, Shuo Li:
Heuristic multi-modal integration framework for liver tumor detection from multi-modal non-enhanced MRIs. Expert Syst. Appl. 221: 119782 (2023) - [j16]Boyan Wang, Xuegang Hu, Jinglin Zhang, Chenchu Xu, Zhifan Gao:
Intelligent Internet of Things in Mammography Screening Using Multicenter Transformation Between Unified Capsules. IEEE Internet Things J. 10(2): 1536-1545 (2023) - [j15]Chenchu Xu, Yuhong Song, Dong Zhang, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li:
Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents. Medical Image Anal. 90: 102980 (2023) - [j14]Chenchu Xu, Yuan Yang, Zhiqiang Xia, Boyan Wang, Dong Zhang, Yanping Zhang, Shu Zhao:
Dual Uncertainty-Guided Mixing Consistency for Semi-Supervised 3D Medical Image Segmentation. IEEE Trans. Big Data 9(4): 1156-1170 (2023) - [j13]Chenchu Xu, Yifei Wang, Dong Zhang, Longfei Han, Yanping Zhang, Jie Chen, Shuo Li:
BMAnet: Boundary Mining With Adversarial Learning for Semi-Supervised 2D Myocardial Infarction Segmentation. IEEE J. Biomed. Health Informatics 27(1): 87-96 (2023) - [c7]Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao:
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) 2023: 110-120 - [c6]Yuhui Song, Xiuquan Du, Yanping Zhang, Chenchu Xu:
Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation. MICCAI (4) 2023: 578-588 - [i2]Chenchu Xu, Meng Li, Xue Wu:
TransCC: Transformer Network for Coronary Artery CCTA Segmentation. CoRR abs/2310.04779 (2023) - 2022
- [j12]Rongjun Ge, Yuting He, Cong Xia, Chenchu Xu, Weiya Sun, Guanyu Yang, Junru Li, Zhihua Wang, Hailing Yu, Daoqiang Zhang, Yang Chen, Limin Luo, Shuo Li, Yinsu Zhu:
X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images. Knowl. Based Syst. 236: 107680 (2022) - [c5]Chenchu Xu, Dong Zhang, Yuhui Song, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li:
Contrast-Free Liver Tumor Detection Using Ternary Knowledge Transferred Teacher-Student Deep Reinforcement Learning. MICCAI (5) 2022: 266-275 - 2021
- [j11]Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque:
Video salient object detection using dual-stream spatiotemporal attention. Appl. Soft Comput. 108: 107433 (2021) - [j10]Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li:
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things. IEEE Internet Things J. 8(23): 16902-16910 (2021) - [j9]Chenchu Xu, Dong Zhang, Jaron Chong, Bo Chen, Shuo Li:
Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning. Medical Image Anal. 69: 101976 (2021) - [j8]Jinglin Zhang, Chenchu Xu, Zhifan Gao, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
Industrial Pervasive Edge Computing-Based Intelligence IoT for Surveillance Saliency Detection. IEEE Trans. Ind. Informatics 17(7): 5012-5020 (2021) - 2020
- [j7]Ruifeng Chen, Chenchu Xu, Zhangfu Dong, Yueguo Liu, Xiuquan Du:
DeepCQ: Deep multi-task conditional quantification network for estimation of left ventricle parameters. Comput. Methods Programs Biomed. 184: 105288 (2020) - [j6]Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque:
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection. IEEE Internet Things J. 7(5): 4092-4100 (2020) - [j5]Chenchu Xu, Joanne Howey, Pavlo Ohorodnyk, Mike Roth, Heye Zhang, Shuo Li:
Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning. Medical Image Anal. 59 (2020) - [j4]Chenchu Xu, Lei Xu, Pavlo Ohorodnyk, Mike Roth, Bo Chen, Shuo Li:
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs. Medical Image Anal. 62: 101668 (2020)
2010 – 2019
- 2019
- [j3]Chenchu Xu, Lin Xu, Heye Zhang, Yanping Zhang, Xiuquan Du, Shuo Li:
A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence. Computing 101(6): 653-665 (2019) - [c4]Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li:
EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. ICANN (Workshop) 2019: 219-230 - [c3]Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li:
Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT. MICCAI (6) 2019: 328-338 - 2018
- [j2]Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li:
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. Medical Image Anal. 50: 82-94 (2018) - [j1]Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li:
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle. IEEE J. Biomed. Health Informatics 22(5): 1571-1582 (2018) - [c2]Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li:
MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning. MICCAI (2) 2018: 525-534 - 2017
- [c1]Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li:
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. MICCAI (3) 2017: 240-249 - [i1]Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li:
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm. CoRR abs/1706.03182 (2017)
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