Edwards Lifesciences Corporation
UNSUPERVISED REAL-TIME CLASSIFICATION FOR ARTERIAL BLOOD PRESSURE SIGNALS

Abstract:

A hemodynamic monitor is configured to receive a hemodynamic sensor signal representative of arterial blood pressure (ABP) of a patient. The hemodynamic monitor segregates the received hemodynamic sensor signal into a plurality of heartbeat portions that are each representative of the ABP of the patient for one of a plurality of individual heartbeats. For each heartbeat portion, the hemodynamic monitor determines a set of coefficients representative of frequency components of the respective heartbeat portion to produce a plurality of sets of coefficients. Each set of coefficients is normalized. A set of reference coefficients is determined based on the sets of normalized coefficients. A quality indicator associated with an individual heartbeat is provided based on a comparison of a set of normalized coefficients for the individual heartbeat to the set of reference coefficients. The quality indicator is used to produce a modified hemodynamic sensor signal from which hemodynamic parameters are derived.