Using demographic and time series physiological features to classify sepsis in the intensive care unit

Abstract

Sepsis, a systemic inflammatory response to infection, is a major health care problem that affects millions of patients every year in the intensive care units (ICUs) worldwide. Despite the fact that ICU patients are heavily instrumented with physiological sensors, early sepsis detection remains challenging, perhaps because clinicians identify sepsis by (i… (More)
DOI: 10.1109/EMBC.2016.7590817

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