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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

BACKGROUND: 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. OBJECTIVE: We aimed to derive models for hospital mortality, 180-day mortality and 30...

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Detalles Bibliográficos
Autores principales: Shah, Nirav, Konchak, Chad, Chertok, Daniel, Au, Loretta, Kozlov, Alex, Ravichandran, Urmila, McNulty, Patrick, Liao, Linning, Steele, Kate, Kharasch, Maureen, Boyle, Chris, Hensing, Tom, Lovinger, David, Birnberg, Jonathan, Solomonides, Anthony, Halasyamani, Lakshmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7451512/
https://www.ncbi.nlm.nih.gov/pubmed/32853223
http://dx.doi.org/10.1371/journal.pone.0238065