囊性纤维化患者管理的专家系统方法

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society Pub Date : 1988-12-01 DOI:10.1109/IEMBS.1988.95187

L. A. Leung, S. Finkelstein, J. Slagle, W. Warwick

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引用次数: 1

摘要

使用健康日记监测慢性病患者往往因在数据质量保证和解释方面遇到困难而复杂化。传统的数据处理方案和统计方法往往不能处理所有涉及的复杂性。开发了一个原型专家系统MONITOR，通过近似CF专家临床医生的推理过程来评估从囊性纤维化(CF)门诊患者获得的家庭测量数据。该系统最初是为6-12岁的患者开发的。它已经成功地扩展到适应年轻患者，有87%的正确分类记录。

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An expert system approach to cystic fibrosis patient management

The use of health diaries to monitor patients with chronic diseases has often been complicated by difficulties encountered in data quality assurance and interpretation. Conventional data-handling schemes and statistical approaches often cannot handle all the complexities involved. A prototype expert system, MONITOR, has been developed to evaluate the home measurement data obtained from cystic fibrosis (CF) outpatients by approximating the reasoning process of a CF expert clinician. The system was developed initially for patients within the 6-12-year age range. It has been extended successfully to accommodate younger patients with an 87% correct classification record.<>

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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society

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