DocumentCode :
301543
Title :
Reasoning with cases in clinical problem solving
Author :
Casanova, Andrea ; Micarelli, Alessandro
Author_Institution :
Istituto di Med. Interna, Cagliari Univ., Italy
Volume :
3
fYear :
1995
fDate :
22-25 Oct 1995
Firstpage :
1986
Abstract :
This paper first describes the effort that has been done so far by researchers in artificial intelligence in the use of case-based reasoning (CBR) for the realisation of computer-based systems in clinical problem solving. Then, the approach we have chosen for building a case-based system in a specific medical domain (liver diseases) is presented, stressing the advantages of the use of CBR in medicine. CBR is a recent approach to problem solving and learning; it means using old experiences to understand and solve new problems. A new problem is solved by finding a similar past case and reusing it in the new problem situation. The aim of this work is the development of a CBR module running on an open network architecture
Keywords :
case-based reasoning; knowledge based systems; learning systems; medical diagnostic computing; open systems; problem solving; artificial intelligence; case-based reasoning; clinical problem solving; learning systems; liver diseases; medical diagnostic computing; open network architecture; Artificial intelligence; Computer aided software engineering; Laboratories; Liver diseases; Medical diagnosis; Medical diagnostic imaging; Medical tests; Medical treatment; Problem-solving; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
Type :
conf
DOI :
10.1109/ICSMC.1995.538069
Filename :
538069
Link To Document :
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