Literature DB >> 17405370

Noise cancellation signal processing method and computer system for improved real-time electrocardiogram artifact correction during MRI data acquisition.

Freddy Odille1, Cédric Pasquier, Roger Abächerli, Pierre-André Vuissoz, Gary P Zientara, Jacques Felblinger.   

Abstract

A system was developed for real-time electrocardiogram (ECG) analysis and artifact correction during magnetic resonance (MR) scanning, to improve patient monitoring and triggering of MR data acquisitions. Based on the assumption that artifact production by magnetic field gradient switching represents a linear time invariant process, a noise cancellation (NC) method is applied to ECG artifact linear prediction. This linear prediction is performed using a digital finite impulse response (FIR) matrix, that is computed employing ECG and gradient waveforms recorded during a training scan. The FIR filters are used during further scanning to predict artifacts by convolution of the gradient waveforms. Subtracting the artifacts from the raw ECG signal produces the correction with minimal delay. Validation of the system was performed both off-line, using prerecorded signals, and under actual examination conditions. The method is implemented using a specially designed Signal Analyzer and Event Controller (SAEC) computer and electronics. Real-time operation was demonstrated at 1 kHz with a delay of only 1 ms introduced by the processing. The system opens the possibility of automatic monitoring algorithms for electrophysiological signals in the MR environment.

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Year:  2007        PMID: 17405370     DOI: 10.1109/TBME.2006.889174

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


  13 in total

1.  Adaptive removal of gradients-induced artefacts on ECG in MRI: a performance analysis of RLS filtering.

Authors:  Mario Sansone; Luciano Mirarchi; Marcello Bracale
Journal:  Med Biol Eng Comput       Date:  2010-03-18       Impact factor: 2.602

2.  Longitudinal myocardial peak velocities using high temporal resolution phase-contrast and simple averaging are comparable to tissue Doppler echocardiography.

Authors:  Christophe Meyer; Laurent Bonnemains; François Marçon; Pierre-Yves Marie; Jacques Felblinger; Pierre-André Vuissoz
Journal:  MAGMA       Date:  2013-09-08       Impact factor: 2.310

3.  Integrating fMRI with psychophysiological measurements in the study of decision-making.

Authors:  Savio W H Wong; Gui Xue; Antoine Bechara
Journal:  J Neurosci Psychol Econ       Date:  2011

4.  Adaptive step size LMS improves ECG detection during MRI at 1.5 and 3 T.

Authors:  André Guillou; Jean-Marc Sellal; Sarah Ménétré; Grégory Petitmangin; Jacques Felblinger; Laurent Bonnemains
Journal:  MAGMA       Date:  2017-06-19       Impact factor: 2.310

5.  Gradient-induced voltages on 12-lead ECGs during high duty-cycle MRI sequences and a method for their removal considering linear and concomitant gradient terms.

Authors:  Shelley HuaLei Zhang; Zion Tsz Ho Tse; Charles L Dumoulin; Raymond Y Kwong; William G Stevenson; Ronald Watkins; Jay Ward; Wei Wang; Ehud J Schmidt
Journal:  Magn Reson Med       Date:  2015-06-23       Impact factor: 4.668

6.  Continuous Rapid Quantification of Stroke Volume Using Magnetohydrodynamic Voltages in 3T Magnetic Resonance Imaging.

Authors:  T Stan Gregory; John Oshinski; Ehud J Schmidt; Raymond Y Kwong; William G Stevenson; Zion Tsz Ho Tse
Journal:  Circ Cardiovasc Imaging       Date:  2015-12       Impact factor: 7.792

7.  Adaptive noise cancellation to suppress electrocardiography artifacts during real-time interventional MRI.

Authors:  Vincent Wu; Israel M Barbash; Kanishka Ratnayaka; Christina E Saikus; Merdim Sonmez; Ozgur Kocaturk; Robert J Lederman; Anthony Z Faranesh
Journal:  J Magn Reson Imaging       Date:  2011-05       Impact factor: 4.813

8.  A 1.5T MRI-conditional 12-lead electrocardiogram for MRI and intra-MR intervention.

Authors:  Zion Tsz Ho Tse; Charles L Dumoulin; Gari D Clifford; Jeff Schweitzer; Lei Qin; Julien Oster; Michael Jerosch-Herold; Raymond Y Kwong; Gregory Michaud; William G Stevenson; Ehud J Schmidt
Journal:  Magn Reson Med       Date:  2014-03       Impact factor: 4.668

Review 9.  Magnetic resonance imaging in patients with cardiac pacemakers: era of "MR Conditional" designs.

Authors:  Jerold S Shinbane; Patrick M Colletti; Frank G Shellock
Journal:  J Cardiovasc Magn Reson       Date:  2011-10-27       Impact factor: 5.364

Review 10.  Physiological recordings: basic concepts and implementation during functional magnetic resonance imaging.

Authors:  Marcus A Gray; Ludovico Minati; Neil A Harrison; Peter J Gianaros; Vitaly Napadow; Hugo D Critchley
Journal:  Neuroimage       Date:  2009-05-19       Impact factor: 6.556

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