Software system for the diagnosis of the spine diseases using case-based reasoning

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

8 Citations (Scopus)

Abstract

The paper describes the Diagnostic Panel Software System designed for the "spinal deformity and degenerative diseases of the spine" subject domain. The work is based on the methods of statistical processing of the data obtained from medical documents written in a natural language. The software system based on patient's clinical and laboratory test results helps physicians determine a preliminary diagnosis of the patient and get quick information on the necessity of certain measures for final diagnosis and selection of the optimal treatment strategy. The Diagnostic Panel Software System uses case-based approach for the representation of knowledge extracted from a variety of natural language texts. Developed case-based approach is based on model-theoretic methods of subject domain ontology formalization. For the processing of knowledge represented in system the formal concept analysis methodology is used.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages205-210
Number of pages6
ISBN (Electronic)9781467391115
DOIs
Publication statusPublished - 21 Dec 2015
EventInternational Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 - Novosibirsk, Russian Federation
Duration: 28 Oct 201530 Oct 2015

Publication series

NameProceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015

Conference

ConferenceInternational Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
CountryRussian Federation
CityNovosibirsk
Period28.10.201530.10.2015

Keywords

  • case-based model
  • diagnosis
  • formal concept
  • formal context
  • fuzzy model
  • ontology
  • spine diseases

Fingerprint Dive into the research topics of 'Software system for the diagnosis of the spine diseases using case-based reasoning'. Together they form a unique fingerprint.

Cite this