Multichannel Analysis of the Newborn EEG Data

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A03123076" target="_blank" >RIV/68407700:21230/06:03123076 - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Multichannel Analysis of the Newborn EEG Data

Original language description

This paper addresses the problem of multichannel analysis of newborn EEG signals. We apply designed methods for problem of the differentiation between three important neonatal states: quiet sleep, active sleep and wakeness state. The proportion of thesestates is a significant indicator for maturity of the newborn brain in clinical practise. The indispensable part of our work is a comparison of the classifier based on Markov models with various learning algorithms, in particular nearest neighbour, cluster analysis, and induction of decision rules.

Czech name

Není k dispozici

Czech description

Není k dispozici

Type

A - Audiovisual production

CEP classification

JC - Computer hardware and software

OECD FORD branch

—

Project

—

Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2006

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

ISBN

—

Place of publication

Piscataway

Publisher/client name

—

Version

—

Carrier ID

neuvedeno