Neural networks in clinical medicine

被引:121
作者
Penny, W
Frost, D
机构
[1] Department of Psychiatry, Univ. College London Medical School, Wolfson Building, London W1N 8AA, Riding House Street
关键词
neural networks; medical decision making; pattern recognition; nonlinearity; error back-propagation; multilayer perceptron;
D O I
10.1177/0272989X9601600409
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Neural networks are parallel, distributed, adaptive information-processing systems that develop their functionality in response to exposure to information. This paper is a tutorial for researchers intending to use neural nets for medical decision-making applications. It includes detailed discussion of the issues particularly relevant to medical data as well as wider issues relevant to any neural net application. The article is restricted to back-propagation learning in multilayer perceptrons, as this is the neural net model most widely used in medical applications.
引用
收藏
页码:386 / 398
页数:13
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