Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

<h4>Background</h4>Rapid antibiotic administration is known to improve sepsis outcomes, however early diagnosis remains challenging due to complex presentation. Our objective was to develop a model using readily available electronic health record (EHR) data capable of recognizing infant...

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Bibliographic Details
Main Authors: Aaron J Masino, Mary Catherine Harris, Daniel Forsyth, Svetlana Ostapenko, Lakshmi Srinivasan, Christopher P Bonafide, Fran Balamuth, Melissa Schmatz, Robert W Grundmeier
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0212665

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