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Kybernetika 42(6):723-748, 2006.

A Theoretical Comparison of Disco and CADIAG-II-like Systems for Medical Diagnoses

Tatiana Kiseliova


Abstract:

In this paper a fuzzy relation-based framework is shown to be suitable to describe not only knowledge-based medical systems, explicitly using fuzzy approaches, but other ways of knowledge representation and processing. A particular example, the practically tested medical expert system Disco, is investigated from this point of view. The system is described in the fuzzy relation-based framework and compared with CADIAG-II-like systems that are a ``pattern" for computer-assisted diagnosis systems based on a fuzzy technology. Similarities and discrepancies in -- representation of knowledge, patient's information, inference mechanism and interpretation of results (diagnoses) -- of the systems are established.


This work can be considered as another step towards a general framework for computer-assisted medical diagnosis.


Keywords: fuzzy relations; medical diagnoses;


AMS: 03B52; 03E72; 62F15;


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BIB TeX

@article{kyb:2006:6:723-748,

author = {Kiseliova, Tatiana},

title = {A Theoretical Comparison of Disco and CADIAG-II-like Systems for Medical Diagnoses},

journal = {Kybernetika},

volume = {42},

year = {2006},

number = {6},

pages = {723-748}

publisher = {{\'U}TIA, AV {\v C}R, Prague },

}


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