Publication result detail

Sleep Apnea Detection Using Single Lead ECG Respiration Estimates

KRÁLÍK, M.; KOZUMPLÍK, J.

Original Title

Sleep Apnea Detection Using Single Lead ECG Respiration Estimates

English Title

Sleep Apnea Detection Using Single Lead ECG Respiration Estimates

Type

Paper in proceedings (conference paper)

Original Abstract

This article is dealing with problematics of sleep apnea syndrome and its diagnostics. It briefly summarizes two main types of sleep apnea and their distinctive features visible on polysomnographic signal. Using Physionet database as a source of data, one of the alternative approaches of sleep apnea detection is utilized, using respiration sinus arrhythmia (RSA) method of respiration estimate and single lead electrocardiography (ECG) signal. Multiple classification methods are utilized for comparison with overall accuracy over 80 % achieved.

English abstract

This article is dealing with problematics of sleep apnea syndrome and its diagnostics. It briefly summarizes two main types of sleep apnea and their distinctive features visible on polysomnographic signal. Using Physionet database as a source of data, one of the alternative approaches of sleep apnea detection is utilized, using respiration sinus arrhythmia (RSA) method of respiration estimate and single lead electrocardiography (ECG) signal. Multiple classification methods are utilized for comparison with overall accuracy over 80 % achieved.

Keywords

ECG estimated respiration (EDR), respiration sinus arrhythmia (RSA), sleep apnea classification

Key words in English

ECG estimated respiration (EDR), respiration sinus arrhythmia (RSA), sleep apnea classification

Authors

KRÁLÍK, M.; KOZUMPLÍK, J.

RIV year

2019

Released

05.10.2018

Publisher

Technická univerzita v Košiciach

Location

Košice

ISBN

978-80-8086-271-8

Book

YBERC 2018 International Conference Proceedings

Pages from

1

Pages to

5

Pages count

5

URL

http://www.yberc.sk/2018/

BibTex

@inproceedings{BUT150353,
  author="Martin {Králík} and Jiří {Kozumplík}",
  title="Sleep Apnea Detection Using Single Lead ECG Respiration Estimates",
  booktitle="YBERC 2018 International Conference Proceedings",
  year="2018",
  pages="1--5",
  publisher="Technická univerzita v Košiciach",
  address="Košice",
  isbn="978-80-8086-271-8",
  url="http://www.yberc.sk/2018/"
}