Intelligent model of rehabilitation training program for stroke
来源期刊：中南大学学报(英文版)2014年第2期
论文作者：JI Wen(纪雯) WANG Jian-hui(王建辉) FANG Xiao-ke(方晓柯) GU Shu-sheng(顾树生)
文章页码：629 - 635
Key words：intelligent model; interval type-2 fuzzy reasoning; case-based reasoning; uncertainty; rehabilitation training program; stroke
Abstract: In view of the uncertainty and complexity, the intelligent model of rehabilitation training program for stroke was proposed, combining with the case-based reasoning (CBR) and interval type-2 fuzzy reasoning (IT2FR). The model consists of two parts: the setting model based on CBR and the feedback compensation model based on IT2FR. The former presets the value of rehabilitation training program, and the latter carries on the feedback compensation of the preset value. Experimental results show that the average percentage error of two rehabilitation training programs is 0.074%. The two programs are made by the intelligent model and rehabilitation physician. That is, the two different programs are nearly identical. It means that the intelligent model can make a rehabilitation training program effectively and improve the rehabilitation efficiency.
JI Wen(纪雯), WANG Jian-hui(王建辉), FANG Xiao-ke(方晓柯), GU Shu-sheng(顾树生)
(College of Information Science and Engineering, Northeastern University, Shenyang 110819, China)
Abstract:In view of the uncertainty and complexity, the intelligent model of rehabilitation training program for stroke was proposed, combining with the case-based reasoning (CBR) and interval type-2 fuzzy reasoning (IT2FR). The model consists of two parts: the setting model based on CBR and the feedback compensation model based on IT2FR. The former presets the value of rehabilitation training program, and the latter carries on the feedback compensation of the preset value. Experimental results show that the average percentage error of two rehabilitation training programs is 0.074%. The two programs are made by the intelligent model and rehabilitation physician. That is, the two different programs are nearly identical. It means that the intelligent model can make a rehabilitation training program effectively and improve the rehabilitation efficiency.
Key words:intelligent model; interval type-2 fuzzy reasoning; case-based reasoning; uncertainty; rehabilitation training program; stroke
