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Software system for the diagnosis of the spine diseases using case-based reasoning. / Palchunov, Dmitriy; Yakhyaeva, Gulnara; Yasinskaya, Olga.

Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 205-210 7361884 (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Palchunov, D, Yakhyaeva, G & Yasinskaya, O 2015, Software system for the diagnosis of the spine diseases using case-based reasoning. in Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015., 7361884, Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015, Institute of Electrical and Electronics Engineers Inc., pp. 205-210, International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015, Novosibirsk, Russian Federation, 28.10.2015. https://doi.org/10.1109/SIBIRCON.2015.7361884

APA

Palchunov, D., Yakhyaeva, G., & Yasinskaya, O. (2015). Software system for the diagnosis of the spine diseases using case-based reasoning. In Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 (pp. 205-210). [7361884] (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON.2015.7361884

Vancouver

Palchunov D, Yakhyaeva G, Yasinskaya O. Software system for the diagnosis of the spine diseases using case-based reasoning. In Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 205-210. 7361884. (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015). doi: 10.1109/SIBIRCON.2015.7361884

Author

Palchunov, Dmitriy ; Yakhyaeva, Gulnara ; Yasinskaya, Olga. / Software system for the diagnosis of the spine diseases using case-based reasoning. Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 205-210 (Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015).

BibTeX

@inproceedings{0714976bc90c4684940e2897e3cd6218,
title = "Software system for the diagnosis of the spine diseases using case-based reasoning",
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.",
keywords = "case-based model, diagnosis, formal concept, formal context, fuzzy model, ontology, spine diseases",
author = "Dmitriy Palchunov and Gulnara Yakhyaeva and Olga Yasinskaya",
year = "2015",
month = dec,
day = "21",
doi = "10.1109/SIBIRCON.2015.7361884",
language = "English",
series = "Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "205--210",
booktitle = "Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015",
address = "United States",
note = "International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 ; Conference date: 28-10-2015 Through 30-10-2015",

}

RIS

TY - GEN

T1 - Software system for the diagnosis of the spine diseases using case-based reasoning

AU - Palchunov, Dmitriy

AU - Yakhyaeva, Gulnara

AU - Yasinskaya, Olga

PY - 2015/12/21

Y1 - 2015/12/21

N2 - 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.

AB - 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.

KW - case-based model

KW - diagnosis

KW - formal concept

KW - formal context

KW - fuzzy model

KW - ontology

KW - spine diseases

UR - http://www.scopus.com/inward/record.url?scp=84969268572&partnerID=8YFLogxK

U2 - 10.1109/SIBIRCON.2015.7361884

DO - 10.1109/SIBIRCON.2015.7361884

M3 - Conference contribution

AN - SCOPUS:84969268572

T3 - Proceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015

SP - 205

EP - 210

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015

Y2 - 28 October 2015 through 30 October 2015

ER -

ID: 25329408