eprintid: 1598
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/15/98
datestamp: 2023-11-09 15:49:46
lastmod: 2023-11-09 15:49:46
status_changed: 2023-11-09 15:40:57
type: conference_item
metadata_visibility: show
creators_name: Ali, S.Q.-U.-A.
creators_name: Jeoti, V.
title: DWPT based sleep apnea detection
ispublished: pub
keywords: Apnea; Clinical conditions; Discrete wavelet packet transforms; DSP; ECG data; Heart rates; Respiration; Respiratory cycle; RR intervals; Sleep apnea; Sleep apnea detection, Sustainable development, Electrocardiography
note: cited By 0; Conference of 3rd National Postgraduate Conference - Energy and Sustainability: Exploring the Innovative Minds, NPC 2011 ; Conference Date: 19 September 2011 Through 20 September 2011; Conference Code:88531
abstract: Sleep Apnea is a clinical condition related to problematic breathing during the course of sleep. Patient faces epochs of less or completely vanished respiratory cycles for more then 15-20 seconds. Traditional methods to detect the ailments are troublesome both in terms of finance and physical routine. This study focuses the effects of sleep apnea on heart rate. MIT-BIH sleep apnea database has been deployed. RR intervals have been derived from ECG data and Discrete Wavelet Packet Transform (DWPT) has been employed to highlight the differences in normal and abnormal cases. An overall accuracy of 85 was achieved by this method. © 2011 IEEE.
date: 2011
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84857094685&doi=10.1109%2fNatPC.2011.6136432&partnerID=40&md5=46b9aed587772ebae9018163ba9080ba
id_number: 10.1109/NatPC.2011.6136432
full_text_status: none
publication: 2011 National Postgraduate Conference - Energy and Sustainability: Exploring the Innovative Minds, NPC 2011
place_of_pub: Perak
refereed: TRUE
isbn: 9781457718847
citation:   Ali, S.Q.-U.-A. and Jeoti, V.  (2011) DWPT based sleep apnea detection.  In: UNSPECIFIED.