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J Clin Monit Comput · Oct 2018
Video-based heart rate monitoring across a range of skin pigmentations during an acute hypoxic challenge.
- Paul S Addison, Dominique Jacquel, FooDavid M HDMHMedtronic, Video Biosignals Group, Patient Monitoring, Technopole Centre, Edinburgh, EH26 0PJ, UK., and Ulf R Borg.
- Medtronic, Video Biosignals Group, Patient Monitoring, Technopole Centre, Edinburgh, EH26 0PJ, UK. paul.addison@medtronic.com.
- J Clin Monit Comput. 2018 Oct 1; 32 (5): 871880871-880.
AbstractThe robust monitoring of heart rate from the video-photoplethysmogram (video-PPG) during challenging conditions requires new analysis techniques. The work reported here extends current research in this area by applying a motion tolerant algorithm to extract high quality video-PPGs from a cohort of subjects undergoing marked heart rate changes during a hypoxic challenge, and exhibiting a full range of skin pigmentation types. High uptimes in reported video-based heart rate (HRvid) were targeted, while retaining high accuracy in the results. Ten healthy volunteers were studied during a double desaturation hypoxic challenge. Video-PPGs were generated from the acquired video image stream and processed to generate heart rate. HRvid was compared to the pulse rate posted by a reference pulse oximeter device (HRp). Agreement between video-based heart rate and that provided by the pulse oximeter was as follows: Bias = - 0.21 bpm, RMSD = 2.15 bpm, least squares fit gradient = 1.00 (Pearson R = 0.99, p < 0.0001), with a 98.78% reporting uptime. The difference between the HRvid and HRp exceeded 5 and 10 bpm, for 3.59 and 0.35% of the reporting time respectively, and at no point did these differences exceed 25 bpm. Excellent agreement was found between the HRvid and HRp in a study covering the whole range of skin pigmentation types (Fitzpatrick scales I-VI), using standard room lighting and with moderate subject motion. Although promising, further work should include a larger cohort with multiple subjects per Fitzpatrick class combined with a more rigorous motion and lighting protocol.
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