Zenodo (CERN European Organization for Nuclear Research) · 2007 · 91 citations · 14 references
EngineeringClinical SciencesPhysiologyBioinstrumentationBiomedical Signal ProcessingPhysiological Systems ModelingCardiovascular MonitoringPhysiological Signal AcquisitionVital SignsVital Signs AssessmentVital Signs RecordingArterial Oxygen SaturationAutoregressive ModelsHeart RateOxygen SaturationPhotoplethysmogram Signal ProcessingPhotoplethysmographyPulse OximetersPulse Oximetry
The photoplethysmogram (PPG) is the pulsatile waveform produced by the pulse oximeter, which is widely used for monitoring arterial oxygen saturation in patients. Various methods for extracting the breathing rate from the PPG waveform have been compared using a consistent data set, and a novel technique using autoregressive modelling is presented. This novel technique is shown to outperform the existing techniques, with a mean error in breathing rate of 0.04 breaths per minute.
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PhysioBank, PhysioToolkit, and PhysioNet
Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text