НЕЙРОМЕРЕЖЕВІ ТА ЕВОЛЮЦІЙНІ МЕТОДИ АНАЛІЗУ ДАНИХ У ЕКСПЕРТНИХ СИСТЕМАХ МЕДИЧНОЇ ДІАГНОСТИКИ

Abstract

Vasyaeva T.O. Neural networks and evolutionary methods of data analysis in expert systems for medical diagnostics. – Manuscript. Candidate’s of technical sciences thesis on specialty 05.13.06 – «Information technologies» – Donetsk National University, Donetsk, 2010. In this thesis an important scientific problem was solved. The problem of development of the methods of data mining for medical expert systems (ES) that is considered. The ES that has been developed allows to detect sudden infant death syndrome (SIDS) risk range with using methods, algorithms and software of information procession with using modern computer hardware. This allows to increase detecting of SIDS risk range reliability and to begin preventive actions earlier.