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Discrete soft actor-critic with auto-encoder on vascular robotic system 期刊论文
ROBOTICA, 2022, 页码: 12
Authors:  Li, Hao;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Gui, Mei-Jiang;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
Favorite  |  View/Download：69/0  |  Submit date：2023/01/09
surgical robots  vascular robotic system  automation  reinforcement learning  deep neural network  
A Dual-Stream Architecture for Real-Time Morphological Analysis of Aneurysm in Robot-Assisted Minimally Invasive Surgery 会议论文
, Philadelphia, PA, USA, 2022.05.23-27
Authors:  Zhou, Yan-Jie;  Liu, Shi-Qi;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Hou, Zeng-Guang;  Li, Rui-Qi;  Ni, Zhen-Liang;  Fan, Chen-Chen
Adobe PDF(1377Kb)  |  Favorite  |  View/Download：171/31  |  Submit date：2022/06/14
A Unified Framework for Multi-Guidewire Endpoint Localization in Fluoroscopy Images 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 卷号: 69, 期号: 4, 页码: 1406-1416
Authors:  Li, Rui-Qi;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Bian, Gui-Bin;  Hou, Zeng-Guang
Favorite  |  View/Download：114/0  |  Submit date：2022/07/25
Location awareness  Surgery  Instruments  Feature extraction  Task analysis  Proposals  Measurement  Guidewire endpoint  keypoint localization  surgical instrument  
Learning Skill Characteristics From Manipulations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
Authors:  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
Favorite  |  View/Download：147/0  |  Submit date：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)  
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
Authors:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
Favorite  |  View/Download：103/0  |  Submit date：2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
Design and Experiments of a Novel Halbach-Cylinder-Based Magnetic Skin: A Preliminary Study 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 11
Authors:  Gui, Mei-Jiang;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Li, Hao;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
Favorite  |  View/Download：111/0  |  Submit date：2022/06/06
Soft magnetic materials  Skin  Magnetic analysis  Magnetoelasticity  Magnetic levitation  Force  Magnetic hysteresis  Analytical magnetic calculation  deformation experiments  finite element simulation  Halbach cylinder  tactile perception  
DFR-Net: A Novel Multi-Task Learning Network for Real-Time Multi-Instrument Segmentation 会议论文
, 中国成都, 2021.10.20-24
Authors:  Zhou, Yan-Jie;  Liu, Shi-Qi;  Xie, Xiao-Liang;  Hou, Zeng-Guang
Adobe PDF(2606Kb)  |  Favorite  |  View/Download：116/18  |  Submit date：2022/06/14
neural networks  instrument segmentation  multi-task learning  
Design and Performance Evaluation of a Novel Vascular Robotic System for Complex Percutaneous Coronary Interventions 会议论文
, Mexico, 2021.11.1 - 2021.11.5
Authors:  Han-Lin Zhao;  Shi-Qi Liu;  Xiao-Hu Zhou,;  Xiao-Liang Xie;  Zeng-Guang Hou;  Yan-Jie Zhou;  Lin-Sen Zhang;  Mei-Jiang Gui;  Jin-Li Wang
Adobe PDF(4939Kb)  |  Favorite  |  View/Download：144/15  |  Submit date：2022/06/15
sugical robot  Intervention  
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 3, 页码: 657-667
Authors:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Favorite  |  View/Download：137/0  |  Submit date：2021/11/04
Deep learning  guidewire  robot-assisted intervention  segmentation and localization  X-ray fluoroscopy  
Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 8, 页码: 2002-2014
Authors:  Li, Rui-Qi;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2266Kb)  |  Favorite  |  View/Download：157/9  |  Submit date：2021/11/02
Location awareness  Surgery  Instruments  Task analysis  Detectors  Real-time systems  Retina  Guidewire endpoint  keypoint localization  surgical instrument