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TR-GAN: Multi-session future MRI prediction with temporal recurrent generative adversarial network 期刊论文
IEEE Transactions on Medical Imaging, 2022, 卷号: vol. 41, 期号: no. 8, 页码: 1925-1937
作者:  Fan, Chen-Chen;  Peng, Liang;  Wang, Tian;  Yang, Hongjun;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Wang, Guan’an;  Chen, Sheng;  Zhou, Yan-Jie;  Hou, Zeng-Guang
Adobe PDF(11092Kb)  |  收藏  |  浏览/下载：249/29  |  提交时间：2023/06/02
Alzheimer’s disease  magnetic resonance imaging  generative adversarial network  
Discrete soft actor-critic with auto-encoder on vascular robotic system 期刊论文
ROBOTICA, 2022, 页码: 12
作者:  Li, Hao;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Gui, Mei-Jiang;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
Adobe PDF(715Kb)  |  收藏  |  浏览/下载：270/6  |  提交时间：2023/01/09
surgical robots  vascular robotic system  automation  reinforcement learning  deep neural network  
Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 页码: 1
作者:  Zhen-Liang Ni;  Gui-Bin Bian;  Zhen Li;  Xiao-Hu Zhou;  Rui-Qi Li;  Zeng-Guang Hou
Adobe PDF(3263Kb)  |  收藏  |  浏览/下载：373/161  |  提交时间：2022/06/15
Surgical Image Segmentation  Space Squeeze Reasoning  Bilinear Feature Fusion  
Real-Time Guidewire Segmentation and Tracking in Endovascular Aneurysm Repair 会议论文
, Sydney, Australia, 2019.12.12-15
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Liu, Bao;  Lai, Zhi-Chao;  Qu, Xin-Kai;  Liu, Shi-Qi;  Zhou, Xiao-Hu
Adobe PDF(2198Kb)  |  收藏  |  浏览/下载：323/68  |  提交时间：2022/06/14
Guidewire  Segmentation  Tracking  X-ray fluoroscopy  
Lightweight Double Attention-Fused Networks for Intraoperative Stent Segmentation 会议论文
, Lima, Peru, 2020.10.04-08
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Zhou, Xiao-Hu;  Bian, Gui-Bin;  Liu, Shi-Qi
Adobe PDF(1648Kb)  |  收藏  |  浏览/下载：231/53  |  提交时间：2022/06/14
Stent segmentation  Intraoperative X-ray fluoroscopy  Convolution neural networks  
A Real-Time Multi-Task Framework for Guidewire Segmentation and Endpoint Localization in Endovascular Interventions 会议论文
, 中国西安, 2021.05.31-06.04
作者:  Zhou, Yan-Jie;  Liu, Shi-Qi;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Wang, Guan-An;  Hou, Zeng-Guang;  Li, Rui-Qi;  Ni, Zhen-Liang;  Fan, Chen-Chen
Adobe PDF(10223Kb)  |  收藏  |  浏览/下载：270/62  |  提交时间：2022/06/14
Pyramid attention recurrent networks for real-time guidewiresegmentation and tracking in intraoperative X-ray fluoroscopy 期刊论文
Computerized Medical Imaging and Graphics, 2020, 卷号: 83, 页码: 101734
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2211Kb)  |  收藏  |  浏览/下载：253/60  |  提交时间：2022/06/14
Guidewire  Catheter  Segmentation  Deep learning  X-ray fluoroscopy  
Learning Skill Characteristics From Manipulations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Li, Rui-Qi;  Gui, Mei-Jiang;  Fan, Chen-Chen;  Feng, Zhen-Qiu;  Bian, Gui-Bin;  Hou, Zeng-Guang
收藏  |  浏览/下载：355/0  |  提交时间：2022/06/10
Surgery  Sensors  In vivo  Task analysis  Arteries  Measurement  Sensor phenomena and characterization  Ensemble learning  in vivo porcine studies  percutaneous coronary intervention  skill characteristics  wavelet packet decomposition (WPD)  
An Interventionalist-Behavior-Based Data Fusion Framework for Guidewire Tracking in Percutaneous Coronary Intervention 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4836-4849
作者:  Zhou, Xiao-Hu;  Bian, Gui-Bin;  Xie, Xiao-Liang;  Hou, Zeng-Guang
收藏  |  浏览/下载：317/0  |  提交时间：2021/01/07
Tracking  Sensors  Tools  Catheters  Electromyography  Data integration  Frequency modulation  Data fusion framework  guidewire tracking  interventionalist behavior  percutaneous coronary intervention (PCI)  
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 3, 页码: 657-667
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2854Kb)  |  收藏  |  浏览/下载：352/94  |  提交时间：2020/11/05
Deep learning  Guidewire  X-ray fluoroscopy  Segmentation and localization  Robot-assisted intervention