基于神经网络的诊断规则提取

[1993] Computer-Based Medical Systems-Proceedings of the Sixth Annual IEEE Symposium Pub Date : 1993-06-13 DOI:10.1109/CBMS.1993.263016

I. Sethi, J. Yoo, C. Brickman

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引用次数: 9

摘要

提出了一种神经学习方法，能够根据学习到的权值提供规则。此方法在系统性红斑狼疮的应用被证明。研究表明，所提出的方法可以忽略数据中的不相关特征，并可以生成不同的标准组合，表明患者是否存在系统性红斑狼疮。

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Extraction of diagnostic rules using neural networks

A neural learning methodology is presented that is capable of providing rules from learned weights. An application of this methodology to systematic lupus erythematosus is demonstrated. It is shown that the proposed approach can disregard irrelevant features in the data and can generate different criteria combinations indicating the presence of systemic lupus erythematosus in a patient.<>

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[1993] Computer-Based Medical Systems-Proceedings of the Sixth Annual IEEE Symposium

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