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Mining Intensive Care Vitals for Leading Indicators of Adverse Health Events
Content Type: Abstract
The status of each Intensive Care Unit (ICU) patient is routinely monitored and a number of vital signs are recorded at sub-second frequencies which results in large amounts of data. We propose an approach to transform this stream of raw vital… read more… learned from reference data. Any substantial departure may be indicative of an upcoming adverse health episode. Our … to: 1. Identify change points in vital signs which may be indicative of impending critical health events in … to: (1) Identify change points in vital signs, which may be indicative of impending critical health events in …