北京大学医学部机构知识库
Advanced  
IR@PKUHSC  > 北京大学第一临床医学院  > 肾脏内科  > 期刊论文
学科主题: 临床医学
题名:
Prediction method of peritoneal fluid absorption in renal failure therapy TBased on least-square support vector machine
作者: Zhang, Mei; Hu, Yueming; Wang, Tao
刊名: DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS
发表日期: 2006-12-01
卷: suppl.S, 页:1146-1149
收录类别: ISTP ; SCI
文章类型: Proceedings Paper
WOS标题词: Science & Technology
类目[WOS]: Mathematics, Applied
研究领域[WOS]: Mathematics
关键词[WOS]: REMOVAL
英文摘要:

Aiming at the problem of predicting peritoneal fluid absorption rate (PFAR) of end-stage renal disease (ESRD) patients, this paper presents a prediction approach based on least-square support vector machine (LS-SVM). Some basic concepts of LS-SVM are briefly reviewed first. The LS-SVM model is then developed to predict PFAR. Simulations are also performed to compare the proposed approach with the intelligent back-propagation (BP) neural network method. The simulation results indicate that the proposed method keeps samples training from over-fitting, has faster computation and better generalization.

语种: 英语
WOS记录号: WOS:000245061700049
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.bjmu.edu.cn/handle/400002259/54719
Appears in Collections:北京大学第一临床医学院_肾脏内科_期刊论文

Files in This Item:

There are no files associated with this item.


作者单位: 1.S China Univ Technol, Coll Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China
2.Peking Univ, Hosp 1, Inst Nephrol, Beijing 100034, Peoples R China

Recommended Citation:
Zhang, Mei,Hu, Yueming,Wang, Tao. Prediction method of peritoneal fluid absorption in renal failure therapy TBased on least-square support vector machine[J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS,2006,suppl.S:1146-1149.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Zhang, Mei]'s Articles
[Hu, Yueming]'s Articles
[Wang, Tao]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Zhang, Mei]‘s Articles
[Hu, Yueming]‘s Articles
[Wang, Tao]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2017  北京大学医学部 - Feedback
Powered by CSpace