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Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments

Authors:

Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke

Research group:

Artificial Intelligence and Intelligent Systems

Publication Type:

Journal article

Venue:

IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews

Publisher:

IEEE

Abstract

The Health Sciences are, nowadays, one of the major application areas for case-based reasoning (CBR). The paper presents a survey of recent medical CBR systems based on a literature review and an e-mail questionnaire sent to the corresponding authors of the papers where these systems are presented. Some clear trends have been identified, such as multipurpose systems: more than half of the current medical CBR systems address more than one task. Research on CBR in the area is growing, but most of the systems are still prototypes and not available on the market as commercial products. However, many of the projects/systems are intended to be commercialized.

Bibtex

@article{Begum1898,
author = {Shahina Begum and Mobyen Uddin Ahmed and Peter Funk and Ning Xiong and Mia Folke},
title = {Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments},
month = {December},
year = {2011},
journal = {IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews},
publisher = {IEEE},
url = {http://www.es.mdu.se/publications/1898-}
}