Applying Data Mining techniques when making medical diagnostic decisions; Advances in Computer Science Research; Vol. 51 : Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM 2016)

Applying Data Mining techniques when making medical diagnostic decisions; Advances in Computer Science Research; Vol. 51 : Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM 2016)

Dettagli Bibliografici
Parent link:	Advances in Computer Science Research Vol. 51 : Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM 2016).— 2016.— [P. 274-277]
Autore principale:	Mokina E. E. Elena Evgenjevna
Ente Autore:	Национальный исследовательский Томский политехнический университет (ТПУ)
Altri autori:	Marukhina O. V. Olga Vladimirovna, Shagarova M. D. Mariya Dmitrievna
Riassunto:	Title screen Under the present-time conditions of the increased pace of life in large cities neurological disorders are tending to increase. The present paper considers the application of Data Mining techniques for studying medical data and building the decision support system on the basis of research results being, in the present case, the detection of the neurological disorders by the result indicators of the surveys on living standard, anxiety and depression. Throughout the use of Data Mining techniques there was built a decision tree and were established the reasoning rules, which provided the basis for the decision support system. The paper presents the basic requirements for this system enabling to reduce time of the clinical staff spent on processing survey data and providing recommendations on establishing diagnoses.
Lingua:	inglese
Pubblicazione:	2016
Soggetti:	электронный ресурс труды учёных ТПУ Data Mining information systems decision support system SF-36 HADS_T интеллектуальный анализ данные информационные системы системы поддержки принятия решений
Accesso online:	http://dx.doi.org/10.2991/itsmssm-16.2016.48
Natura:	Elettronico Capitolo di libro
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=654315

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