DocumentCode :
1234063
Title :
Noise Cancellation Signal Processing Method and Computer System for Improved Real-Time Electrocardiogram Artifact Correction During MRI Data Acquisition
Author :
Odille, Freddy ; Pasquier, Cédric ; Abächerli, Roger ; Vuissoz, Pierre-André ; Zientara, Gary P. ; Felblinger, Jacques
Author_Institution :
INSERM, Nancy
Volume :
54
Issue :
4
fYear :
2007
fDate :
4/1/2007 12:00:00 AM
Firstpage :
630
Lastpage :
640
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
Keywords :
FIR filters; biomagnetism; biomedical MRI; convolution; electrocardiography; medical signal processing; 1 kHz; ECG artifact linear prediction; FIR filters; MRI data acquisition; SAEC; computer system; convolution; digital finite impulse response matrix; event controller; improved real-time electrocardiogram artifact correction; linear time invariant process; magnetic field gradient switching; noise cancellation; patient monitoring; signal analyzer; signal processing method; Data acquisition; Delay; Electrocardiography; Finite impulse response filter; Magnetic analysis; Magnetic resonance; Magnetic resonance imaging; Noise cancellation; Real time systems; Signal processing; Artifact reduction; electrocardiography; magnetic resonance; real time systems; triggering; Algorithms; Artifacts; Diagnosis, Computer-Assisted; Electrocardiography; Humans; Image Enhancement; Magnetic Resonance Imaging; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2006.889174
Filename :
4132939
Link To Document :
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