Chenchu Xu

45 papers C 1Journal 34Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross few-shot learning-based query adaptive network for medical image segmentation.
Knowl. Based Syst.
Yuhui Song, Chenchu Xu, Chunmei Yang, Jie Chen, Yanping Zhang, Heye Zhang
2026 J jnl
Diversity-driven MG-MAE: Multi-granularity representation learning for non-salient object segmentation.
Medical Image Anal.
Chengjin Yu, Bin Zhang, Chenchu Xu, Dongsheng Ruan, Rui Wang, Huafeng Liu, Xiaohu Li, Shuo Li
2025 J jnl
A Comprehensive Understanding of the Impact of Data Augmentation on the Transferability of 3D Adversarial Examples.
ACM Trans. Knowl. Discov. Data
Fulan Qian, Yuanjun Zou, Mengyao Xu, Xuejun Zhang, Chonghao Zhang, Chenchu Xu, Hai Chen
2025 J jnl
Common-Unique Decomposition Driven Diffusion Model for Contrast-Enhanced Liver MR Images Multi-Phase Interconversion.
IEEE J. Biomed. Health Informatics
Chenchu Xu, Shijie Tian, Boyan Wang, Jie Zhang, Kemal Polat, Adi Alhudhaif, Shuo Li
2025 J jnl
Generating Transferable Adversarial Point Clouds via Autoencoders for 3D Object Classification.
IET Comput. Vis.
Mengyao Xu, Hai Chen, Chonghao Zhang, Yuanjun Zou, Chenchu Xu, Yanping Zhang, Fulan Qian
2025 J jnl
Hierarchical candidate recursive network for highlight restoration in endoscopic videos.
Expert Syst. Appl.
Chenchu Xu, Jiangnan Wu, Dong Zhang, Longfei Han, Dingwen Zhang, Junwei Han
2025 J jnl
Interactive prototype learning and self-learning for few-shot medical image segmentation.
Artif. Intell. Medicine
Yuhui Song, Chenchu Xu, Boyan Wang, Xiuquan Du, Jie Chen, Yanping Zhang, Shuo Li
2025 J jnl
Knowledge-driven interpretative conditional diffusion model for contrast-free myocardial infarction enhancement synthesis.
Medical Image Anal.
Ronghui Qi, Min Tao, Chenchu Xu, Xiaohu Li, Siyuan Pan, Jie Chen, Shuo Li
2025 J jnl
MHKD: Multi-Step Hybrid Knowledge Distillation for Low-Resolution Whole Slide Images Glomerulus Detection.
IEEE J. Biomed. Health Informatics
Xiangsen Zhang, Longfei Han, Chenchu Xu, Zhaohui Zheng, Jin Ding, Xianghui Fu, Dingwen Zhang, Junwei Han
2025 J jnl
Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization.
IEEE Trans. Circuits Syst. Video Technol.
Zhifan Gao, Saidi Guo, Chenchu Xu, Jinglin Zhang, Mingming Gong, Javier Del Ser, Shuo Li
2025 — conf
Non-salient Object Segmentation in Medical Images via Pre-trained Multi-granularity Masked Autoencoders.
MICCAI (2)
Bin Zhang, Dongsheng Ruan, Ronghui Qi, Chenchu Xu, Yanping Zhang, Chengjin Yu, Lei Xu, Rui Wang
2025 J jnl
OCCMNet: Occlusion-Aware Class Characteristic Mining Network for multi-class artifacts detection in endoscopy.
Medical Biol. Eng. Comput.
Chenchu Xu, Yu Chen, Jie Liu, Boyan Wang, Yanping Zhang, Jie Chen, Shu Zhao
2025 C conf
ProDoKE: An LLM-Guided Prompt Chaining with Domain Knowledge for Depression Detection.
CW
Jie Chen, Lang Chen, Shu Zhao, Chenchu Xu
2024 J jnl
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework.
Comput. Medical Imaging Graph.
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
2024 — conf
Cardiac Physiology Knowledge-Driven Diffusion Model for Contrast-Free Synthesis Myocardial Infarction Enhancement.
MICCAI (1)
Ronghui Qi, Xiaohu Li, Lei Xu, Jie Zhang, Yanping Zhang, Chenchu Xu
2024 J jnl
Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images.
IEEE Trans. Medical Imaging
Chenchu Xu, Tong Zhang, Dong Zhang, Dingwen Zhang, Junwei Han
2024 J jnl
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network.
Artif. Intell. Medicine
Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat
2024 — conf
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment.
MICCAI (3)
Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao
2023 J jnl
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework.
Appl. Soft Comput.
Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi
2023 J jnl
BMAnet: Boundary Mining With Adversarial Learning for Semi-Supervised 2D Myocardial Infarction Segmentation.
IEEE J. Biomed. Health Informatics
Chenchu Xu, Yifei Wang, Dong Zhang, Longfei Han, Yanping Zhang, Jie Chen, Shuo Li
2023 — conf
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment.
MICCAI (7)
Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
2023 J jnl
Dual Uncertainty-Guided Mixing Consistency for Semi-Supervised 3D Medical Image Segmentation.
IEEE Trans. Big Data
Chenchu Xu, Yuan Yang, Zhiqiang Xia, Boyan Wang, Dong Zhang, Yanping Zhang, Shu Zhao
2023 J jnl
Heuristic multi-modal integration framework for liver tumor detection from multi-modal non-enhanced MRIs.
Expert Syst. Appl.
Dong Zhang, Chenchu Xu, Shuo Li
2023 J jnl
Intelligent Internet of Things in Mammography Screening Using Multicenter Transformation Between Unified Capsules.
IEEE Internet Things J.
Boyan Wang, Xuegang Hu, Jinglin Zhang, Chenchu Xu, Zhifan Gao
2023 — conf
Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation.
MICCAI (4)
Yuhui Song, Xiuquan Du, Yanping Zhang, Chenchu Xu
2023 J jnl
Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents.
Medical Image Anal.
Chenchu Xu, Yuhong Song, Dong Zhang, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li
2023 J jnl
TransCC: Transformer Network for Coronary Artery CCTA Segmentation.
CoRR
Chenchu Xu, Meng Li, Xue Wu
2022 — conf
Contrast-Free Liver Tumor Detection Using Ternary Knowledge Transferred Teacher-Student Deep Reinforcement Learning.
MICCAI (5)
Chenchu Xu, Dong Zhang, Yuhui Song, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li
2022 J jnl
X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images.
Knowl. Based Syst.
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
2021 J jnl
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things.
IEEE Internet Things J.
Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li
2021 J jnl
Industrial Pervasive Edge Computing-Based Intelligence IoT for Surveillance Saliency Detection.
IEEE Trans. Ind. Informatics
Jinglin Zhang, Chenchu Xu, Zhifan Gao, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2021 J jnl
Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning.
Medical Image Anal.
Chenchu Xu, Dong Zhang, Jaron Chong, Bo Chen, Shuo Li
2021 J jnl
Video salient object detection using dual-stream spatiotemporal attention.
Appl. Soft Comput.
Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs.
Medical Image Anal.
Chenchu Xu, Lei Xu, Pavlo Ohorodnyk, Mike Roth, Bo Chen, Shuo Li
2020 J jnl
DeepCQ: Deep multi-task conditional quantification network for estimation of left ventricle parameters.
Comput. Methods Programs Biomed.
Ruifeng Chen, Chenchu Xu, Zhangfu Dong, Yueguo Liu, Xiuquan Du
2020 J jnl
Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning.
Medical Image Anal.
Chenchu Xu, Joanne Howey, Pavlo Ohorodnyk, Mike Roth, Heye Zhang, Shuo Li
2020 J jnl
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection.
IEEE Internet Things J.
Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2019 J jnl
A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence.
Computing
Chenchu Xu, Lin Xu, Heye Zhang, Yanping Zhang, Xiuquan Du, Shuo Li
2019 — conf
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)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
2019 — conf
Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT.
MICCAI (6)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li
2018 J jnl
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.
Medical Image Anal.
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
2018 — conf
MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning.
MICCAI (2)
Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li
2018 J jnl
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle.
IEEE J. Biomed. Health Informatics
Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
2017 — conf
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm.
MICCAI (3)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017 J jnl
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm.
CoRR
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li