Browsing FAS Scholarly Articles by Keyword "biomedical monitoring"
Now showing items 1-2 of 2
-
Discovering Shared Dynamics in Physiological Signals: Application to Patient Monitoring in ICU
(Institute of Electrical and Electronics Engineers, 2012)Modern clinical databases include time series of vital signs, which are often recorded continuously during a hospital stay. Over several days, these recordings may yield many thousands of samples. In this work, we explore ... -
Learning Outcome-Discriminative Dynamics in Multivariate Physiological Cohort Time Series
(Institute of Electrical and Electronics Engineers, 2013)Model identification for physiological systems is complicated by changes between operating regimes and measurement artifacts. We present a solution to these problems by assuming that a cohort of physiological time series ...