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SOFTGAN: TOWARDS ACCURATE LUNG NODULE SEGMENTATION VIA SOFT MASK SUPERVISION 会议论文
, Virtual, July 18-22, 2022
Authors:  Changwei Wang;  Rongtao Xu;  Shibiao Xu;  Weiliang Meng;  Jun Xiao;  Qimin Peng;  Xiaopeng Zhang
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Efficient convolutional networks learning through irregular convolutional kernels 期刊论文
NEUROCOMPUTING, 2022, 卷号: 489, 页码: 167-178
Authors:  Guo, Weiyu;  Ma, Jiabin;  Ouyang, Yidong;  Wang, Liang;  Huang, Yongzhen
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Model compression  Interpolation  Irregular convolutional kernels  
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
Authors:  Sun, Caixia;  Li, Bingbing;  Wei, Genxia;  Qiu, Weihao;  Li, Danyi;  Li, Xiangzhao;  Liu, Xiangyu;  Wei, Wei;  Wang, Shuo;  Liu, Zhenyu;  Tian, Jie;  Liang, Li
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Chemotherapy duration  Whole slide images  Deep learning  Colorectal cancer  Prognosis  
DomainDesc: Learning Local Descriptors with Domain Adaptation 会议论文
, Virtual, May 22-27, 2022
Authors:  Rongtao Xu;  Changwei Wang;  Bin Fan;  Yuyang Zhang;  Shibiao Xu;  Weiliang Meng;  Xiaopeng Zhang
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A Review of the Methods on Cobb Angle Measurements for Spinal Curvature 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 9, 页码: 19
Authors:  Jin, Chen;  Wang, Shengru;  Yang, Guodong;  Li, En;  Liang, Zize
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scoliosis  Cobb angle measurement  deep learning  image enhancement  
A Control Framework for Adaptation of Training Task and Robotic Assistance for Promoting Motor Learning With an Upper Limb Rehabilitation Robot 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 11
Authors:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang
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Robots  Trajectory  Task analysis  Training  Oscillators  Rehabilitation robotics  Real-time systems  Assist as needed (AAN)  motor learning  nonlinear adaptive control  rehabilitation robotics  
Velocity-to-velocity human motion forecasting 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 124, 页码: 11
Authors:  Wang, Hongsong;  Wang, Liang;  Feng, Jiashi;  Zhou, Daquan
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Human motion prediction  Action anticipation  
A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 卷号: 149, 页码: 7
Authors:  Sun, Kai;  Zhang, Jing;  Liu, Zhenyu;  Qiu, Qi;  Gao, Han;  Liu, Panpan;  Chen, Kuntao;  Wei, Wei;  Wang, Liang;  Zhang, Junting;  Zhou, Junlin;  Tian, Jie
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Sinus invasion  Meningioma  ResNet50  Peritumoral  Preoperative identification  
Instance segmentation of biological images using graph convolutional network 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 卷号: 110, 页码: 10
Authors:  Xu, Rongtao;  Li, Ye;  Wang, Changwei;  Xu, Shibiao;  Meng, Weiliang;  Zhang, Xiaopeng
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Instance segmentation  Biological images  GCN  Spatial attention  Graph-guided feature fusion  Instance segmentation  Biological images  GCN  Spatial attention  Graph-guided feature fusion  
Duality-Gated Mutual Condition Network for RGBT Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Lu, Andong;  Qian, Cun;  Li, Chenglong;  Tang, Jin;  Wang, Liang
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Target tracking  Cameras  Learning systems  Sampling methods  Noise measurement  Computational modeling  Computational efficiency  Bidirectional feature modulation  conditional learning  gated scheme  RGB-Thermal (RGBT) tracking