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Fundamentals of Camera-PPG Based Magnetic Resonance Imaging

Wenjin Wang, Steffen Weiß, Albertus C. den Brinker, Jan Hendrik Wuelbern, Albert Garcia i Tormo, Ioannis Pappous, Julien Sénégas

2021IEEE Journal of Biomedical and Health Informatics12 citationsDOI

Abstract

In Magnetic Resonance Imaging (MRI), cardiac triggering that synchronizes data acquisition with cardiac contractions is an essential technique for acquiring high-quality images. Triggering is typically based on the Electrocardiogram (ECG) signal (e.g. R-peak). Since ECG acquisition involves extra workflow steps like electrode placement and ECG signals are usually disturbed by magnetic fields in high Magnetic Resonance (MR) systems, we explored camera-based photoplethysmography (PPG) as an alternative. We used the in-bore camera of a clinical MR system to investigate the feasibility and challenges of camera-based cardiac triggering. Data from ECG, finger oximeter and camera were synchronously collected. Compared to finger-PPG, camera-based PPG provides a higher availability of the signal and the PPG marker delay relative to the ECG R-peak is considerably less with a camera monitoring the forehead. The insights obtained in this study provide a basis for an envisioned system-design phase.

Topics & Concepts

PhotoplethysmogramComputer scienceMagnetic resonance imagingComputer visionArtificial intelligenceSIGNAL (programming language)Data acquisitionWorkflowElectrocardiographyBiomedical engineeringMedicineRadiologyCardiologyOperating systemDatabaseProgramming languageFilter (signal processing)Non-Invasive Vital Sign MonitoringHemodynamic Monitoring and TherapyHeart Rate Variability and Autonomic Control
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