Generalizable deep temporal models for predicting episodes of sudden hypotension in critically ill patients: a personalized approach

Abstract The vast quantities of data generated and collected in the Intensive Care Unit (ICU) have given rise to large retrospective datasets that are frequently used for observational studies. The temporal nature and fine granularity of much of the data collected in the ICU enable the pursuit of pr...

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Bibliographic Details
Main Authors: Brandon Chan, Brian Chen, Alireza Sedghi, Philip Laird, David Maslove, Parvin Mousavi
Format: Article
Language:English
Published: Nature Publishing Group 2020-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-67952-0