The Impact of Missing Data on Heart Rate Variability Features: A Comparative Study of Interpolation Methods for Ambulatory Health Monitoring
Mouna Benchekroun, Baptiste Chevallier, Vincent Zalc, Dan Istrate, Dominique Lenné, Nicolas Vera
Topics & Concepts
Interpolation (computer graphics)Heart rate variabilityMissing dataSpline interpolationLinear interpolationComputer scienceStatisticsMathematicsArtificial intelligencePattern recognition (psychology)MedicineBilinear interpolationHeart rateRadiologyMotion (physics)Blood pressureHeart Rate Variability and Autonomic ControlNon-Invasive Vital Sign MonitoringECG Monitoring and Analysis