Independent component analysis-based artefact reduction: application to the electrocardiogram for improved magnetic resonance imaging triggering.

Julien Oster 1 Olivier Pietquin 1, 2 Roger Abächerli 3 Michel Kraemer 4 Jacques Felblinger 1
1 IADI - Imagerie Adaptative Diagnostique et Interventionnelle
2 IMS : Information, Multimodalité & Signal [Supélec - Metz]
3 Schiller AG
4 Schiller Médical
Abstract : Electrocardiogram (ECG) is required during magnetic resonance (MR) examination for monitoring patients under anaesthesia or with heart diseases and for synchronizing image acquisition with heart activity (triggering). Accurate and fast QRS detection is therefore desirable, but this task is complicated by artefacts related to the complex MR environment (high magnetic field, radio-frequency pulses and fast switching magnetic gradients). Specific signal processing has been proposed, whether using specific MR QRS detectors or ECG denoising methods. Most state-of-the-art techniques use a connection to the MR system for achieving their task, which is a major drawback since access to the MR system is often restricted. This paper introduces a new method for on-line ECG signal enhancement, called ICARE, which takes advantage of using multi-lead ECG and does not require any connection to the MR system. It is based on independent component analysis (ICA) and applied in real time. This algorithm yields accurate QRS detection for efficient triggering.
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Article dans une revue
Physiological Measurement, IOP Publishing, 2009, 30 (12), pp.1381-97. 〈10.1088/0967-3334/30/12/007〉
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http://www.hal.inserm.fr/inserm-00605764
Contributeur : Jacques Felblinger <>
Soumis le : lundi 4 juillet 2011 - 11:53:40
Dernière modification le : jeudi 22 mars 2018 - 15:49:46

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Julien Oster, Olivier Pietquin, Roger Abächerli, Michel Kraemer, Jacques Felblinger. Independent component analysis-based artefact reduction: application to the electrocardiogram for improved magnetic resonance imaging triggering.. Physiological Measurement, IOP Publishing, 2009, 30 (12), pp.1381-97. 〈10.1088/0967-3334/30/12/007〉. 〈inserm-00605764〉

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