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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
作者:  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
收藏  |  浏览/下载：253/0  |  提交时间：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)  
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：228/50  |  提交时间：2022/06/14
A Lightweight Recurrent Attention Network for Real-Time Guidewire Segmentation and Tracking in Interventional X-Ray Fluoroscopy 会议论文
, Santiago de Compostela, Spain, 2020.08.31-09.04
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2761Kb)  |  收藏  |  浏览/下载：181/44  |  提交时间：2022/06/14
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments 会议论文
, Paris, France, 2020.5.31-2020.8.31
作者:  Zhen-Liang Ni;  Gui-Bin Bian;  Zeng-Guang Hou;  Xiao-Hu Zhou;  Xiao-Liang Xie;  Zhen Li
Adobe PDF(1053Kb)  |  收藏  |  浏览/下载：195/50  |  提交时间：2022/06/15
real-time segmentation  attention  surgical instruments  
FRR-NET: Fast Recurrent Residual Networks for Real-Time Catheter Segmentation and Tracking in Endovascular Aneurysm Repair 会议论文
, Iowa city, USA, 2020.04.03-07
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Bian, Gui-Bin;  Liu, Shi-Qi;  Zhou, Xiao-Hu
Adobe PDF(2567Kb)  |  收藏  |  浏览/下载：198/31  |  提交时间：2022/06/14
Catheter  Segmentation  Tracking  Deep learning  X-ray fluoroscopy  
Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments 会议论文
, NewYork USA, 2020.2.7-2020.2.12
作者:  Zhen-Liang Ni;  Gui-Bin Bian;  Guan-An Wang;  Xiao-Hu Zhou;  Zeng-Guang Hou;  Hua-Bin Chen;  Xiao-Liang Xie
Adobe PDF(2118Kb)  |  收藏  |  浏览/下载：200/51  |  提交时间：2022/06/15
surgical instrument segmentation  
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
作者:  Pusit, Prasong;  Xie, Xiao-Liang;  Hou, Zeng-Guang
Adobe PDF(2646Kb)  |  收藏  |  浏览/下载：357/73  |  提交时间：2020/03/30
blood vessels  medical image processing  surgery  image sequences  video signal processing  image filtering  object detection  X-ray imaging  object tracking  stroke width variation filter  region detection  local binary patterns  guide-wire recognition  conventional MSER methods  maximally stable extremal regions  guide-wire position  anatomical skeleton contours  training data  X-ray video sequence  percutaneous coronary intervention surgery  region area range filter  X-ray video monitoring  guide-wire tip detection  modified multifilters  training templates  
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network 会议论文
, Berlin, Germany, 2019.7.23-2019.7.27
作者:  Zhen-Liang Ni;  Gui-Bin Bian;  Xiao-Liang Xie;  Zeng-Guang Hou;  Xiao-Hu Zhou;  Yan-Jie Zhou
Adobe PDF(1400Kb)  |  收藏  |  浏览/下载：243/111  |  提交时间：2022/06/15
Analysis of Interventionalists' Natural Behaviors for Recognizing Motion Patterns of Endovascular Tools During Percutaneous Coronary Interventions 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 2, 页码: 330-342
作者:  Zhou, Xiao-Hu;  Bian, Gui-Bin;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Qu, Xinkai;  Guan, Shaofeng
浏览  |  Adobe PDF(2985Kb)  |  收藏  |  浏览/下载：551/153  |  提交时间：2019/04/23
Analysis framework  hidden Markov model  hierarchical classification framework  natural behaviors  percutaneous coronary intervention  
A Two-Stage Framework for Real-Time Guidewire Endpoint Localization 会议论文
, 中国，深圳, 10.13-10.17
作者:  Li, Rui-Qi;  Bian, Gui-Bin;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Ni, Zhen-Liang;  Hou, Zeng-Guang
Adobe PDF(568Kb)  |  收藏  |  浏览/下载：161/43  |  提交时间：2022/01/14