Sleep apnea diagnosis via single channel ECG feature selection

H. Guruler; M. Sahin; G. Ordek; A. Ferikoglu Sakarya

doi:10.1109/NEBC.2012.6207012

Sleep apnea diagnosis via single channel ECG feature selection

H. Guruler, M. Sahin, G. Ordek, A. Ferikoglu Sakarya

Bio-Medical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Abstract

This study presents the classification of obstructive sleep apnea (OSA) disease using commonly used features belonging to time-frequency and non-linear domain of heart rate variability (HRV) analysis and then proposes a better selection of features using correlation matrices (CMs).

Original language	English (US)
Title of host publication	2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012
Pages	159-160
Number of pages	2
DOIs	https://doi.org/10.1109/NEBC.2012.6207012
State	Published - 2012
Event	38th Annual Northeast Bioengineering Conference, NEBEC 2012 - Philadelphia, PA, United States Duration: Mar 16 2012 → Mar 18 2012

Publication series

Name	2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012

Other

Other	38th Annual Northeast Bioengineering Conference, NEBEC 2012
Country/Territory	United States
City	Philadelphia, PA
Period	3/16/12 → 3/18/12

All Science Journal Classification (ASJC) codes

Bioengineering

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10.1109/NEBC.2012.6207012

Cite this

@inproceedings{1444b39ba09d4539bf707fa6e3b3d76b,

title = "Sleep apnea diagnosis via single channel ECG feature selection",

abstract = "This study presents the classification of obstructive sleep apnea (OSA) disease using commonly used features belonging to time-frequency and non-linear domain of heart rate variability (HRV) analysis and then proposes a better selection of features using correlation matrices (CMs).",

author = "H. Guruler and M. Sahin and G. Ordek and Sakarya, {A. Ferikoglu}",

year = "2012",

doi = "10.1109/NEBC.2012.6207012",

language = "English (US)",

isbn = "9781467311410",

series = "2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012",

pages = "159--160",

booktitle = "2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012",

note = "38th Annual Northeast Bioengineering Conference, NEBEC 2012 ; Conference date: 16-03-2012 Through 18-03-2012",

}

Guruler, H, Sahin, M, Ordek, G & Sakarya, AF 2012, Sleep apnea diagnosis via single channel ECG feature selection. in 2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012., 6207012, 2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012, pp. 159-160, 38th Annual Northeast Bioengineering Conference, NEBEC 2012, Philadelphia, PA, United States, 3/16/12. https://doi.org/10.1109/NEBC.2012.6207012

TY - GEN

T1 - Sleep apnea diagnosis via single channel ECG feature selection

AU - Guruler, H.

AU - Sahin, M.

AU - Ordek, G.

AU - Sakarya, A. Ferikoglu

PY - 2012

Y1 - 2012

N2 - This study presents the classification of obstructive sleep apnea (OSA) disease using commonly used features belonging to time-frequency and non-linear domain of heart rate variability (HRV) analysis and then proposes a better selection of features using correlation matrices (CMs).

AB - This study presents the classification of obstructive sleep apnea (OSA) disease using commonly used features belonging to time-frequency and non-linear domain of heart rate variability (HRV) analysis and then proposes a better selection of features using correlation matrices (CMs).

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U2 - 10.1109/NEBC.2012.6207012

DO - 10.1109/NEBC.2012.6207012

M3 - Conference contribution

AN - SCOPUS:84862729725

SN - 9781467311410

T3 - 2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012

SP - 159

EP - 160

BT - 2012 38th Annual Northeast Bioengineering Conference, NEBEC 2012

T2 - 38th Annual Northeast Bioengineering Conference, NEBEC 2012

Y2 - 16 March 2012 through 18 March 2012

ER -

Sleep apnea diagnosis via single channel ECG feature selection

Abstract

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Other

All Science Journal Classification (ASJC) codes

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