Article

Article title ALGORITHM OF PARAMETRICAL RECOGNITION OF MEDICAL AND BIOLOGIC PROCESSES WITH PATHOLOGIES AND ITS REALISATION IN SOFTWARE PACKAGE MATLAB
Authors D.A. Krasnobayev
Section SECTION III. ALGORITHMIC AND HARDWARE MAINTENANCE
Month, Year 05, 2011 @en
Index UDC 621.391.2:57.08
DOI
Abstract The algorithm of parametrical recognition of realisations of medical and biologic processes with pathologies is considered. Stationary ergodic casual processes are used as electroencephalogram (EEG) signals, which are transformed by nonlinear procedures for the purpose of reception of effective signs for recognition. The block diagrams teaching and classification algorithms for this method and experimental investigation is resulted. Realisation of algorithm modeling in MATLAB.

Download PDF

Keywords Parametrical recognition; Bayesian classifier; decision rule; covariance matrix; electroencephalogram.
References 1. Ту Дж., Гонсалес Р. Принципы распознавания образов: Пер. с англ. – М.: Мир, 1978. – 416 с.
2. Гонсалес Р., Вудс Р., Эддинс С. Цифровая обработка изображений в среде MATLAB. – М.: Техносфера, 2006. – 616 с.
3. Шабанов Д.В. Исследование методов обработки ЭЭГ-сигналов с целью решения задач классификации в медицинских диагностических системах: дисс. … канд. техн. наук. – Таганрог, 2007. – 147 с.

Comments are closed.