RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network. - Zhen-Liang Ni; Gui-Bin Bian; Xiaoliang Xie; Zeng-Guang Hou; Xiao-Hu Zhou; Yan-Jie Zhou (EMBC, 2019)

RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments. - Zhen-Liang Ni; Gui-Bin Bian; Xiao-Hu Zhou; Zeng-Guang Hou; Xiao-Liang Xie; Chen Wang 122; Yan-Jie Zhou; Rui-Qi Li; Zhen Li 049 (ICONIP (2), 2019)

Real-Time Guidewire Segmentation and Tracking in Endovascular Aneurysm Repair. - Yan-Jie Zhou; Xiao-Liang Xie; Gui-Bin Bian; Zeng-Guang Hou; Bao Liu; Zhi-Chao Lai; Xinkai Qu; Shi-Qi Liu 004; Xiao-Hu Zhou (ICONIP (1), 2019)

BCI and Multimodal Feedback Based Attention Regulation for Lower Limb Rehabilitation. - Jiaxing Wang 001; Weiqun Wang; Zeng-Guang Hou; Weiguo Shi; Xu Liang; Shixin Ren; Liang Peng; Yan-Jie Zhou (IJCNN, 2019)

Fully Automatic Dual-Guidewire Segmentation for Coronary Bifurcation Lesion. - Yan-Jie Zhou; Xiaoliang Xie; Gui-Bin Bian; Zeng-Guang Hou; Yu-Dong Wu; Shi-Qi Liu 004; Xiao-Hu Zhou; Jiaxing Wang 001 (IJCNN, 2019)

A Lightweight Recurrent Attention Network for Real-Time Guidewire Segmentation and Tracking in Interventional X-Ray Fluoroscopy. - Yan-Jie Zhou; Xiao-Liang Xie; Gui-Bin Bian; Zeng-Guang Hou (ECAI, 2020)

A Multilayer-Multimodal Fusion Architecture for Pattern Recognition of Natural Manipulations in Percutaneous Coronary Interventions. - Xiao-Hu Zhou; Xiao-Liang Xie; Zhen-Qiu Feng; Zeng-Guang Hou; Gui-Bin Bian; Rui-Qi Li; Zhen-Liang Ni; Shi-Qi Liu 004; Yan-Jie Zhou (ICRA, 2020)

FRR-NET: Fast Recurrent Residual Networks for Real-Time Catheter Segmentation and Tracking in Endovascular Aneurysm Repair. - Yan-Jie Zhou; Xiao-Liang Xie; Zeng-Guang Hou; Gui-Bin Bian; Shi-Qi Liu 004; Xiao-Hu Zhou (ISBI, 2020)

Lightweight Double Attention-Fused Networks for Intraoperative Stent Segmentation. - Yan-Jie Zhou; Xiao-Liang Xie; Zeng-Guang Hou; Xiao-Hu Zhou; Gui-Bin Bian; Shi-Qi Liu 004 (MICCAI (6), 2020)

Pyramid attention recurrent networks for real-time guidewire segmentation and tracking in intraoperative X-ray fluoroscopy. - Yan-Jie Zhou; Xiao-Liang Xie; Xiao-Hu Zhou; Shi-Qi Liu 004; Gui-Bin Bian; Zeng-Guang Hou (Comput. Medical Imaging Graph., 2020)

Robust Medical Instrument Segmentation Challenge 2019. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (CoRR, 2020)

Qualitative and Quantitative Assessment of Technical Skills in Percutaneous Coronary Intervention: In Vivo Porcine Studies. - Xiao-Hu Zhou; Gui-Bin Bian; Xiao-Liang Xie; Zeng-Guang Hou; Rui-Qi Li; Yan-Jie Zhou (IEEE Trans. Biomed. Eng., 2020)

An Improved Networked Predictive Controller for Vascular Robot Using 5G Networks. - Lin-Sen Zhang; Shi-Qi Liu 004; Xiao-Liang Xie; Xiao-Hu Zhou; Zeng-Guang Hou; Yan-Jie Zhou; Han-Lin Zhao; Mei-Jiang Gui (EMBC, 2021)

Design and Performance Evaluation of a Novel Vascular Robotic System for Complex Percutaneous Coronary Interventions. - Han-Lin Zhao; Shi-Qi Liu 004; Xiao-Hu Zhou; Xiao-Liang Xie; Zeng-Guang Hou; Yan-Jie Zhou; Lin-Sen Zhang; Mei-Jiang Gui; Jin-Li Wang (EMBC, 2021)

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG. - Chen-Chen Fan; Haiqun Xie; Liang Peng; Hongjun Yang; Zhen-Liang Ni; Guan'an Wang; Yan-Jie Zhou; Sheng Chen; Zhijie Fang; Shuyun Huang; Zeng-Guang Hou (ICRA, 2021)

A Real-Time Multi-Task Framework for Guidewire Segmentation and Endpoint Localization in Endovascular Interventions. - Yan-Jie Zhou; Shi-Qi Liu 004; Xiao-Liang Xie; Xiao-Hu Zhou; Guan'an Wang; Zeng-Guang Hou; Rui-Qi Li; Zhen-Liang Ni; Chen-Chen Fan (ICRA, 2021)

Vessel Width Estimation via Convolutional Regression. - Rui-Qi Li; Gui-Bin Bian; Xiao-Hu Zhou; Xiaoliang Xie; Zhen-Liang Ni; Yan-Jie Zhou; Yuhan Wang; Zengguang Hou (MICCAI (6), 2021)

DFR-Net: A Novel Multi-Task Learning Network for Real-Time Multi-Instrument Segmentation. - Yan-Jie Zhou; Shi-Qi Liu 004; Xiao-Liang Xie; Zeng-Guang Hou (ACM Multimedia, 2021)

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (Medical Image Anal., 2021)

A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy. - Yan-Jie Zhou; Xiao-Liang Xie; Xiao-Hu Zhou; Shi-Qi Liu 004; Gui-Bin Bian; Zeng-Guang Hou (IEEE Trans. Cogn. Dev. Syst., 2021)

Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images. - Rui-Qi Li; Xiao-Liang Xie; Xiao-Hu Zhou; Shi-Qi Liu 004; Zhen-Liang Ni; Yan-Jie Zhou; Gui-Bin Bian; Zeng-Guang Hou (IEEE Trans. Medical Imaging, 2021)

A Dual-Stream Architecture for Real-Time Morphological Analysis of Aneurysm in Robot-Assisted Minimally Invasive Surgery. - Yan-Jie Zhou; Shi-Qi Liu 004; Xiao-Liang Xie; Xiao-Hu Zhou; Zeng-Guang Hou; Rui-Qi Li; Zhen-Liang Ni; Chen-Chen Fan (ICRA, 2022)

DSP-Net: Deeply-Supervised Pseudo-Siamese Network for Dynamic Angiographic Image Matching. - Xiyao Ma; Shi-Qi Liu 004; Xiao-Liang Xie; Xiao-Hu Zhou; Zeng-Guang Hou; Yan-Jie Zhou; Meng Song; Lin-Sen Zhang; Chao-Nan Wang (MICCAI (8), 2022)

A Novel Fusion Network for Morphological Analysis of Common Iliac Artery. - Meng Song; Shiqi Liu 004; Xiao-Liang Xie; Xiao-Hu Zhou; Zeng-Guang Hou; Yan-Jie Zhou; Xiyao Ma (MICCAI (8), 2022)

A Unified Framework for Multi-Guidewire Endpoint Localization in Fluoroscopy Images. - Rui-Qi Li; Xiao-Liang Xie; Xiao-Hu Zhou; Shi-Qi Liu 004; Zhen-Liang Ni; Yan-Jie Zhou; Gui-Bin Bian; Zeng-Guang Hou (IEEE Trans. Biomed. Eng., 2022)

A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills. - Xiao-Hu Zhou; Xiao-Liang Xie; Zhen-Qiu Feng; Zeng-Guang Hou; Gui-Bin Bian; Rui-Qi Li; Zhen-Liang Ni; Shiqi Liu 004; Yan-Jie Zhou (IEEE Trans. Cybern., 2022)

TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network. - Chen-Chen Fan; Liang Peng; Tian Wang; Hongjun Yang; Xiao-Hu Zhou; Zhen-Liang Ni; Guan'an Wang; Sheng Chen; Yan-Jie Zhou; Zeng-Guang Hou (IEEE Trans. Medical Imaging, 2022)

A Novel Multi-task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images. - Yan-Jie Zhou; Wei Liu 127; Yuan Gao 017; Jing Xu; Le Lu 001; Yuping Duan; Hao Cheng; Na Jin; Xiaoyong Man; Shuang Zhao; Yu Wang 108 (MICCAI (6), 2023)

BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimer's Disease Based on sMRI. - Chen-Chen Fan; Hongjun Yang; Liang Peng; Xiao-Hu Zhou; Zhen-Liang Ni; Yan-Jie Zhou; Sheng Chen; Zeng-Guang Hou (IEEE Trans. Cogn. Dev. Syst., 2023)

Learning Skill Characteristics From Manipulations. - Xiao-Hu Zhou; Xiao-Liang Xie; Shiqi Liu 004; Zhen-Liang Ni; Yan-Jie Zhou; Rui-Qi Li; Mei-Jiang Gui; Chen-Chen Fan; Zhen-Qiu Feng; Gui-Bin Bian; Zeng-Guang Hou (IEEE Trans. Neural Networks Learn. Syst., 2023)

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration. - Tony C. W. Mok; Zi Li; Yunhao Bai; Jianpeng Zhang; Wei Liu 127; Yan-Jie Zhou; Ke Yan 006; Dakai Jin; Yu Shi; Xiaoli Yin; Le Lu 001; Ling Zhang 002 (CVPR, 2024)

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-contrast CT Scans. - Bizhe Bai; Yan-Jie Zhou; Yujian Hu; Tony C. W. Mok; Yilang Xiang; Le Lu 001; Hongkun Zhang; Minfeng Xu (MICCAI (1), 2024)

Rapid and Accurate Diagnosis of Acute Aortic Syndrome using Non-contrast CT: A Large-scale, Retrospective, Multi-center and AI-based Study. - Yujian Hu; Yilang Xiang; Yan-Jie Zhou; Yangyan He; Shifeng Yang; Xiaolong Du; Chunlan Den; Youyao Xu; Gaofeng Wang; Zhengyao Ding; Jingyong Huang; Wenjun Zhao; et al. (CoRR, 2024)

A Joint Representation Using Continuous and Discrete Features for Cardiovascular Diseases Risk Prediction on Chest CT Scans. - Minfeng Xu; Chen-Chen Fan; Yan-Jie Zhou; Wenchao Guo; Pan Liu; Jing Qi; Le Lu 001; Hanqing Chao; Kunlun He (CoRR, 2024)

Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT. - Zi Li; Ying Chen; Zeli Chen; Yanzhou Su; Tai Ma; Tony C. W. Mok; Yan-Jie Zhou; Yunhai Bai; Zhinlin Zheng; Le Lu 001; Yirui Wang 002; Jia Ge; et al. (CoRR, 2024)

UniReg: Foundation Model for Controllable Medical Image Registration. - Zi Li; Jianpeng Zhang; Tai Ma; Tony C. W. Mok; Yan-Jie Zhou; Zeli Chen; Xianghua Ye; Le Lu 001; Dakai Jin (CoRR, 2025)