Development and validation of high definition phenotype-based mortality prediction in critical care units

OBJECTIVES: The objectives of this study are to construct the high definition phenotype (HDP), a novel time-series data structure composed of both primary and derived parameters, using heterogeneous clinical sources and to determine whether different predictive models can utilize the HDP in the neon...

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Bibliographic Details
Published in:JAMIA Open
Main Authors: Sun, Yao, Kaur, Ravneet, Gupta, Shubham, Paul, Rahul, Das, Ritu, Cho, Su Jin, Anand, Saket, Boutilier, Justin J, Saria, Suchi, Palma, Jonathan, Saluja, Satish, McAdams, Ryan M, Kaur, Avneet, Yadav, Gautam, Singh, Harpreet
Format: Artigo
Language:Inglês
Published: Oxford University Press 2021
Subjects:
Research and Applications
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7991779/
https://ncbi.nlm.nih.gov/pubmed/33796821
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooab004
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