Literature DB >> 9125824

Wavelet and wavelet packet compression of electrocardiograms.

M L Hilton1.   

Abstract

Wavelets and wavelet packets have recently emerged as powerful tools for signal compression. Wavelet and wavelet packet-based compression algorithms based on embedded zerotree wavelet (EZW) coding are developed for electrocardiogram (ECG) signals, and eight different wavelets are evaluated for their ability to compress Holter ECG data. Pilot data from a blind evaluation of compressed ECG's by cardiologists suggest that the clinically useful information present in original ECG signals is preserved by 8:1 compression, and in most cases 16:1 compressed ECG's are clinically useful.

Mesh:

Year:  1997        PMID: 9125824     DOI: 10.1109/10.568915

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  12 in total

1.  Evolving a Bayesian Classifier for ECG-based Age Classification in Medical Applications.

Authors:  M Wiggins; A Saad; B Litt; G Vachtsevanos
Journal:  Appl Soft Comput       Date:  2008-01       Impact factor: 6.725

2.  Cognitive tasks during walking affect cerebral blood flow signal features in middle cerebral arteries and their correlation to gait characteristics.

Authors:  Arthur Gatouillat; Héloïse Bleton; Jessie VanSwearingen; Subashan Perera; Scott Thompson; Traci Smith; Ervin Sejdić
Journal:  Behav Brain Funct       Date:  2015-09-26       Impact factor: 3.759

3.  ECG compression by modelling the instantaneous module/phase of its DCT.

Authors:  Jean-Claude Nunes; Amine Nait-Ali
Journal:  J Clin Monit Comput       Date:  2005-06       Impact factor: 2.502

4.  Unconstrained detection of respiration rhythm and pulse rate with one under-pillow sensor during sleep.

Authors:  W Chen; X Zhu; T Nemoto; Y Kanemitsu; K Kitamura; K Yamakoshi
Journal:  Med Biol Eng Comput       Date:  2005-03       Impact factor: 2.602

5.  Wireless electrocardiogram transmission in ISM band: an approach towards telecardiology.

Authors:  R Gupta; M Mitra
Journal:  J Med Syst       Date:  2014-08-02       Impact factor: 4.460

6.  Wavelet-based Encoding Scheme for Controlling Size of Compressed ECG Segments in Telecardiology Systems.

Authors:  Asiya M Al-Busaidi; Lazhar Khriji; Farid Touati; Mohd Fadlee Rasid; Adel Ben Mnaouer
Journal:  J Med Syst       Date:  2017-09-12       Impact factor: 4.460

7.  A compressed-sensing-based compressor for ECG.

Authors:  Vahi Izadi; Pouria Karimi Shahri; Hamed Ahani
Journal:  Biomed Eng Lett       Date:  2020-02-06

Review 8.  u-Healthcare system: state-of-the-art review and challenges.

Authors:  Farid Touati; Rohan Tabish
Journal:  J Med Syst       Date:  2013-05-03       Impact factor: 4.460

9.  A cerebral blood flow evaluation during cognitive tasks following a cervical spinal cord injury: a case study using transcranial Doppler recordings.

Authors:  Héloïse Bleton; Ervin Sejdić
Journal:  Cogn Neurodyn       Date:  2015-09-03       Impact factor: 5.082

10.  Cognitive tasks and cerebral blood flow through anterior cerebral arteries: a study via functional transcranial Doppler ultrasound recordings.

Authors:  Héloïse Bleton; Subashan Perera; Ervin Sejdić
Journal:  BMC Med Imaging       Date:  2016-03-12       Impact factor: 1.930

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