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Automatic feature group combination selection method based on GA for the functional regions clustering in DBS 期刊论文
Computer Methods and Programs in Biomedicine, 2020, 卷号: 183, 页码: 1-10
Authors:  Cao L(曹蕾);  Li J(李杰);  Zhou YY(周圆圆);  Liu YH(刘云会);  Liu H(刘浩)
Adobe PDF(1089Kb)  |  Favorite  |  View/Download:281/53  |  Submit date:2019/10/13
Divisive hierarchical clustering  Feature group combination selection  Functional regions clustering  Genetic algorithm  STN borders identification  
Modeling and Task-Oriented Optimization of Contact-Aided Continuum Robots 期刊论文
IEEE/ASME Transactions on Mechatronics, 2020, 卷号: 25, 期号: 3, 页码: 1444-1455
Authors:  Gao AZ(高安柱);  Li JH(李建华);  Zhou YY(周圆圆);  Wang ZD(王志东);  Liu H(刘浩)
Adobe PDF(5044Kb)  |  Favorite  |  View/Download:123/27  |  Submit date:2020/07/11
Asymmetric configuration  contact-aided compliant mechanism  continuum robots  mechanical model  task-oriented optimization  
Online identification of functional regions in deep brain stimulation based on an unsupervised random forest with feature selection 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2019, 卷号: 16, 期号: 6, 页码: 1-13
Authors:  Cao L(曹蕾);  Li J(李杰);  Zhou YY(周圆圆);  Liu YH(刘云会);  Zhao YW(赵忆文);  Liu H(刘浩)
Adobe PDF(1770Kb)  |  Favorite  |  View/Download:167/26  |  Submit date:2019/12/14
deep brain stimulation  microelectrode recording  unsupervised random forest  feature selection  functional region online identification