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

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

8 Цитирования (Scopus)

Аннотация

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.

Язык оригиналаанглийский
Название основной публикацииProceedings - 2015 International Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
ИздательInstitute of Electrical and Electronics Engineers Inc.
Страницы205-210
Число страниц6
ISBN (электронное издание)9781467391115
DOI
СостояниеОпубликовано - 21 дек 2015
СобытиеInternational Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015 - Novosibirsk, Российская Федерация
Продолжительность: 28 окт 201530 окт 2015

Серия публикаций

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

Конференция

КонференцияInternational Conference on Biomedical Engineering and Computational Technologies, SIBIRCON 2015
СтранаРоссийская Федерация
ГородNovosibirsk
Период28.10.201530.10.2015

Fingerprint Подробные сведения о темах исследования «Software system for the diagnosis of the spine diseases using case-based reasoning». Вместе они формируют уникальный семантический отпечаток (fingerprint).

Цитировать