Clinical Analytics Prediction Engine (CAPE): Development, electronic health record integration and prospective validation of hospital mortality, 180-day mortality and 30-day readmission risk prediction models.

Clinical Analytics Prediction Engine (CAPE): Development, electronic health record integration and prospective validation of hospital mortality, 180-day mortality and 30-day readmission risk prediction models.

<h4>Background</h4>Numerous predictive models in the literature stratify patients by risk of mortality and readmission. Few prediction models have been developed to optimize impact while sustaining sufficient performance.<h4>Objective</h4>We aimed to derive models for hospita...

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Bibliographic Details
Main Authors: Nirav Shah, Chad Konchak, Daniel Chertok, Loretta Au, Alex Kozlov, Urmila Ravichandran, Patrick McNulty, Linning Liao, Kate Steele, Maureen Kharasch, Chris Boyle, Tom Hensing, David Lovinger, Jonathan Birnberg, Anthony Solomonides, Lakshmi Halasyamani
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0238065

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https://doi.org/10.1371/journal.pone.0238065

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