Competitive Fuzzy Cognitive Maps Combined with Case Based Reasoning for Medical Decision Support

被引：0
|
作者：
Georgopoulos, V. C. [1 ]
Stylios, C. D. [2 ]
机构：
[1] Inst Educ Technol, Dept Speech & Language Therapy, Megalou Alexandrou 1, Patras, Greece
[2] TEI Epirus, Dept Commun Informat & Management, Artas, Epirus, Greece
来源：
WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2006, VOL 14, PTS 1-6 | 2007年 / 14卷
关键词：
Soft Computing; Fuzzy Cognitive Maps; Case Based Reasoning; Medical Decision Support Systems;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
This paper extends our previous work on Competitive Fuzzy Cognitive Maps for Medical Decision Support Systems by enhancing them with Case Based Reasoning Methods. The synergy of these methodologies is accomplished with a novel algorithm that leads to more dependable Advanced Medical Decision Support Systems for situations where the decisions are not clearly distinct. The model proposed and developed here is applied successfully for two paradigms of decision support. The first one is a differential diagnosis example from the speech pathology area for the diagnosis of language impairments and the second one is a treatment planning example from external beam radiation therapy.
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页码：3673 / +
页数：2
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