Section 67
Chapter 66,773

Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems

Kindle, R.D.; Badawi, O.; Celi, L.A.; Sturland, S.

Critical Care Clinics 35(3): 483-495


ISSN/ISBN: 1557-8232
PMID: 31076048
DOI: 10.1016/j.ccc.2019.02.005
Accession: 066772615

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This article examines the history of the telemedicine intensive care unit (tele-ICU), the current state of clinical decision support systems (CDSS) in the tele-ICU, applications of machine learning (ML) algorithms to critical care, and opportunities to integrate ML with tele-ICU CDSS. The enormous quantities of data generated by tele-ICU systems is a major driver in the development of the large, comprehensive, heterogeneous, and granular data sets necessary to develop generalizable ML CDSS algorithms, and deidentification of these data sets expands opportunities for ML CDSS research.

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