Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or curation

Abstract Extensive monitoring in intensive care units (ICUs) generates large quantities of data which contain numerous trends that are difficult for clinicians to systematically evaluate. Current approaches to such heterogeneity in electronic health records (EHRs) discard pertinent information. We p...

Full description

Saved in:
Bibliographic Details
Main Authors: Jacob Deasy, Pietro Liò, Ari Ercole
Format: article
Language:EN
Published: Nature Portfolio 2020
Subjects:
R
Q
Online Access:https://doaj.org/article/967a5528348445e399c446557e5db6f7
Tags: Add Tag
No Tags, Be the first to tag this record!