Literature DB >> 24465170

TIME INVARIANT MULTI ELECTRODE AVERAGING FOR BIOMEDICAL SIGNALS.

R Martinez Orellana1, B Erem1, D H Brooks1.   

Abstract

One of the biggest challenges in averaging ECG or EEG signals is to overcome temporal misalignments and distortions, due to uncertain timing or complex non-stationary dynamics. Standard methods average individual leads over a collection of epochs on a time-sample by time-sample basis, even when multi-electrode signals are available. Here we propose a method that averages multi electrode recordings simultaneously by using spatial patterns and without relying on time or frequency.

Entities:  

Keywords:  Biomedical signal processing; Electrocardiography; Electroencephalography; Multidimensional signal processing; Time series analysis

Year:  2013        PMID: 24465170      PMCID: PMC3898416          DOI: 10.1109/ICASSP.2013.6637849

Source DB:  PubMed          Journal:  Proc IEEE Int Conf Acoust Speech Signal Process        ISSN: 1520-6149


  8 in total

1.  Weighted averaging of steady-state responses.

Authors:  M S John; A Dimitrijevic; T W Picton
Journal:  Clin Neurophysiol       Date:  2001-03       Impact factor: 3.708

2.  ECGSIM: an interactive tool for studying the genesis of QRST waveforms.

Authors:  A van Oosterom; T F Oostendorp
Journal:  Heart       Date:  2004-02       Impact factor: 5.994

3.  Robust weighted averaging.

Authors:  Jacek M Leski
Journal:  IEEE Trans Biomed Eng       Date:  2002-08       Impact factor: 4.538

4.  Denoising based on time-shift PCA.

Authors:  Alain de Cheveigné; Jonathan Z Simon
Journal:  J Neurosci Methods       Date:  2007-06-08       Impact factor: 2.390

5.  Alignment methods for averaging of high-resolution cardiac signals: a comparative study of performance.

Authors:  R Jané; H Rix; P Caminal; P Laguna
Journal:  IEEE Trans Biomed Eng       Date:  1991-06       Impact factor: 4.538

6.  ECG beat detection using filter banks.

Authors:  V X Afonso; W J Tompkins; T Q Nguyen; S Luo
Journal:  IEEE Trans Biomed Eng       Date:  1999-02       Impact factor: 4.538

7.  Coherent averaging technique: a tutorial review. Part 2: Trigger jitter, overlapping responses and non-periodic stimulation.

Authors:  O Rompelman; H H Ros
Journal:  J Biomed Eng       Date:  1986-01

8.  MANIFOLD LEARNING FOR ANALYSIS OF LOW-ORDER NONLINEAR DYNAMICS IN HIGH-DIMENSIONAL ELECTROCARDIOGRAPHIC SIGNALS.

Authors:  B Erem; P Stovicek; D H Brooks
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2012-07-12
  8 in total
  4 in total

1.  A STATISTICAL APPROACH TO INCORPORATE MULTIPLE ECG OR EEG RECORDINGS WITH ARTIFACTUAL VARIABILITY INTO INVERSE SOLUTIONS.

Authors:  J Coll-Font; B Erem; P Štóvíček; D H Brooks
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2015-04-16

2.  New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment.

Authors:  Jaume Coll-Font; Brett M Burton; Jess D Tate; Burak Erem; Darrel J Swenson; Dafang Wang; Dana H Brooks; Peter van Dam; Rob S Macleod
Journal:  Comput Cardiol (2010)       Date:  2014-09

3.  Improving Biomedical Signal Search Results in Big Data Case-Based Reasoning Environments.

Authors:  Jonathan Woodbridge; Bobak Mortazavi; Alex A T Bui; Majid Sarrafzadeh
Journal:  Pervasive Mob Comput       Date:  2015-10-27       Impact factor: 3.453

4.  Using transmural regularization and dynamic modeling for noninvasive cardiac potential imaging of endocardial pacing with imprecise thoracic geometry.

Authors:  Burak Erem; Jaume Coll-Font; Ramon Martinez Orellana; Petr Stovícek; Dana H Brooks
Journal:  IEEE Trans Med Imaging       Date:  2014-03       Impact factor: 10.048

  4 in total

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