| 2025 | CW | ProDoKE: An LLM-Guided Prompt Chaining with Domain Knowledge for Depression Detection. | Jie Chen, Lang Chen, Shu Zhao, Chenchu Xu |
| 2025 | MICCAI | Non-salient Object Segmentation in Medical Images via Pre-trained Multi-granularity Masked Autoencoders. | Bin Zhang, Dongsheng Ruan, Ronghui Qi, Chenchu Xu, Yanping Zhang, Chengjin Yu, Lei Xu, Rui Wang |
| 2024 | MICCAI | 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 |
| 2024 | MICCAI | Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. | Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao |
| 2023 | MICCAI | Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation. | Yuhui Song, Xiuquan Du, Yanping Zhang, Chenchu Xu |
| 2023 | MICCAI | Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. | Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao |
| 2022 | MICCAI | Contrast-Free Liver Tumor Detection Using Ternary Knowledge Transferred Teacher-Student Deep Reinforcement Learning. | Chenchu Xu, Dong Zhang, Yuhui Song, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li |
| 2019 | ICANN | EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li |
| 2019 | MICCAI | Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li |
| 2018 | MICCAI | 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 |
| 2017 | MICCAI | 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 |