The Case-Based Neural Network Model and its use in medical expert systems

被引:0
|
作者
Goodridge, W
Peter, H
Abayomi, A
机构
[1] Univ W Indies, Fac Sci & Technol, Cave Hill, Barbados
[2] Univ W Indies, Queen Elizabeth Hosp, Sch Clin Med & Res, Bridgetown, Barbados
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暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A theoretical model called the Case-Based Neural Network Model is introduced that captures selected patient cases into a data structure which incorporates the fundamental components of expert systems, This data structure is made up of a discrete pattern associative neural network of Frames. The Case Based Neural Network Model is implemented as a computer system called MED2000. This system generates appropriate questions and suggestions based on a notion of diagnosis developed by its neural network and knowledge base. When tested by medical experts, the system was found to be accurate and reproducible.
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页码:232 / 236
页数:5
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