Title :
Optical ballistocardiography for gating and patient monitoring during MRI: an initial study
Author :
Krug, Johannes W. ; Lusebrink, Falk ; Speck, Oliver ; Rose, Georg
Author_Institution :
Dept. of Med. Eng., Otto-von-Guericke Univ. of Magdeburg, Magdeburg, Germany
Abstract :
During magnetic resonance imaging (MRI), information about the cardiac activity is required for gating in cardio-vascular MRI (CMR) and for patient monitoring. This can be achieved using electrocardiogram (ECG) signals. However, ECG signals are affected by the different magnetic fields of the MR scanner which can hamper the R-peak detection. Ballistocardiograms (BCG) are an alternative method to gather information about cardiac activity and the cardiac cycle. For this study, displacement BCGs were acquired from four healthy subjects using a Moire phase tracking system. Velocity BCGs were derived from the displacement BCGs. Both BCG types were evaluated with respect to their usage during MRI for gating and monitoring purposes. Simultaneously acquired 12-lead ECGs were synchronised with the BCG signals and used as a gold standard reference. R-peaks in the ECG and corresponding J-peaks in the BCG were annotated and used for the evaluation. Average delays between the R- and J-peaks of 237 ms to 275 ms and of 167 ms to 230 ms occurred in the displacement and velocity BCGs of the different subjects. The jitter of the BCG´s J-peaks ranged from 7 ms to 22 ms. Average heart rates estimated from the BCGs agreed with those obtained from the ECG signals. BCG measurements were shown to be sensitive to macroscopic motion artefacts. Heart rate monitoring using the optical BCG is feasible but needs to be validated with arrhythmic patients. Further experiments are required to investigate how the jitter of the BCG affects retrospectively gated CMR sequences.
Keywords :
bio-optics; biomechanics; biomedical MRI; data acquisition; delays; electrocardiography; feature extraction; image sequences; medical signal detection; medical signal processing; optical tracking; patient monitoring; synchronisation; BCG J-peak annotation; BCG J-peak jitter range; BCG jitter effect; CMR gating; ECG R-peak annotation; ECG signal; ECG-BCG signal synchronisation; MR scanner; Moire phase tracking system; R-peak detection; arrhythmic patient; average J-peak delay; average R-peak delay; average heart rate; cardiac activity information acquisition; cardiac cycle information acquisition; cardiovascular MRI gating; displacement BCG acquisition; electrocardiogram signal; gold standard reference; heart rate estimation; heart rate monitoring; initial study; macroscopic motion artefact sensitivity; magnetic field effect; magnetic resonance imaging; optical BCG feasibility; optical BCG validation; optical ballistocardiography; patient monitoring; retrospective CMR sequence gating; simultaneous 12-lead ECG acquisition; time 167 ms to 230 ms; time 237 ms to 275 ms; velocity BCG derivation; Abstracts; Artificial intelligence; Cameras; Delays; Gold; Heart; Magnetic resonance imaging; BCG; ECG; Gating; HRV; MRI; Patient monitoring;
Conference_Titel :
Computing in Cardiology Conference (CinC), 2014
Print_ISBN :
978-1-4799-4346-3