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A framework for the application of knowledge technology to the management of diseases

A framework for the application of knowledge technology to the management of diseases Medical diagnosis and treatment constitute a network of inter‐related processes. The conventional method of medical diagnosis and treatment of diseases involves a state space search of the medical knowledge of diseases and patient history, which could be combinatorially explosive. This paper presents a report on the experimental study of an intelligent, interactive, user‐friendly, knowledge‐based system which performs a stepwise analysis of a patient's complaints, filtering cognitive and emotional elements to be able to make inferences. It applies both forward and backward chaining in making inferences concerning the management of disease. A case study of the system is carried out using some tropical diseases. It is believed that the system will serve as a useful contribution towards tropical medical informatics. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png International Journal of Health Care Quality Assurance Emerald Publishing

A framework for the application of knowledge technology to the management of diseases

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Publisher
Emerald Publishing
Copyright
Copyright © 2004 Emerald Group Publishing Limited. All rights reserved.
ISSN
0952-6862
DOI
10.1108/09526860410541513
Publisher site
See Article on Publisher Site

Abstract

Medical diagnosis and treatment constitute a network of inter‐related processes. The conventional method of medical diagnosis and treatment of diseases involves a state space search of the medical knowledge of diseases and patient history, which could be combinatorially explosive. This paper presents a report on the experimental study of an intelligent, interactive, user‐friendly, knowledge‐based system which performs a stepwise analysis of a patient's complaints, filtering cognitive and emotional elements to be able to make inferences. It applies both forward and backward chaining in making inferences concerning the management of disease. A case study of the system is carried out using some tropical diseases. It is believed that the system will serve as a useful contribution towards tropical medical informatics.

Journal

International Journal of Health Care Quality AssuranceEmerald Publishing

Published: Jun 1, 2004

Keywords: Medical diagnosis; Diseases; Medical treatment; Computers; Knowledge management

References