Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events

Authors

Keywords

biomedical telemetry;blood pressure measurement;cardiovascular system;decision support systems;diseases;Haar transforms;Kalman filters;patient monitoring;pneumodynamics;telemedicine;heart failure patients;cardiac function deterioration;heart failure decompensation events;Kalman Filter;latent states extraction;multiple physiological parameters;preventive medical interventions;decompensation episodes;cardiovascular status degradation;Feature extraction;Physiology;Market research;Kalman filters;Heart rate;Logistics

Conference

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019

DOI