Applying Machine Learning to Pediatric Critical Care Data.

Journal: Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies

Published Date: Jul 1, 2018

Abstract

OBJECTIVES: To explore whether machine learning applied to pediatric critical care data could discover medically pertinent information, we analyzed clinically collected electronic medical record data, after data extraction and preparation, using k-means clustering.

Authors

Jon B Williams

All authors: Children's Hospital Los Angeles, Los Angeles, CA.
Debjit Ghosh
Randall C Wetzel

Keywords

Critical Care Electronic Health Records Information Dissemination Intensive Care Units, Pediatric Machine Learning

External Resources

View on PubMed Access via DOI PubMed (29727354)

Applying Machine Learning to Pediatric Critical Care Data.

Abstract

Authors

Keywords

External Resources

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