Software system for diagnosing spinal diseases using case-based reasoning
Author Affiliations1Sobolev Institute of Mathematics, 630090, Novosibirsk, Academician Koptyug av., 4; Novosibirsk State University, 630090, Novosibirsk, Pirogov str., 2
2Novosibirsk State University, 630090, Novosibirsk, Pirogov str., 2
3Novosibirsk State University, 630090, Novosibirsk, Pirogov str., 2
Abstract
This paper describes the Diagnostic Panel Software System designed for the domain of spinal deformity and degenerative spinal disease. The work has been based on the logical methods of processing of the data obtained from natural language medical records. The software system is based on a patient’s clinical and laboratory test results that help the physicians to determine an initial diagnosis and obtain immediate information for the necessary analysis for a final diagnosis and to select the optimal treatment plan. The Diagnostic Panel Software System uses a case-based approach to presenting the information from the variety of native language sources. The model theoretic methods of domain ontology construction has been used to develop the case-based approach. The Formal Concept Analysis methodology has been implemented to process the represented information/data in the system.
Key words
References
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About Authors (Correspondence):
Palchunov D. – doctor of physical mathematical sciences, professor, head of the chair for general informatics, leading researcher, е-mail: palch@math.nsc.ru
Yakhyaeva G.E. – candidate of physical mathematical sciences, docent, е-mail: gul_nara@mail.ru
Yasinskaya O.V. – lecturer assistant, е-mail: yasinskaya.olga@gmail.com
Full Text
Received: 22/03/2016
Accepted: 02/01/1970
