Benchmarking machine learning models on multi-centre eICU critical care dataset

Sheikhalishahi, S., Balaraman, V. and Osmani, V. orcid.org/0000-0001-7306-2972 (2020) Benchmarking machine learning models on multi-centre eICU critical care dataset. PLoS ONE, 15 (7). e0235424. ISSN 1932-6203

Abstract

Metadata

Authors/Creators:
Copyright, Publisher and Additional Information: © 2020 Sheikhalishahi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. (https://creativecommons.org/licenses/by/4.0/)
Keywords: Machine learning; Intensive care units; Deep learning; Hospitals; Artificial neural networks; Medical risk factors; Forecasting; Phenotypes
Dates:
  • Accepted: 15 June 2020
  • Published (online): 2 July 2020
  • Published: 2 July 2020
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Social Sciences (Sheffield) > Information School (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 16 Nov 2022 12:26
Last Modified: 16 Nov 2022 12:26
Status: Published
Publisher: Public Library of Science (PLoS)
Refereed: Yes
Identification Number: https://doi.org/10.1371/journal.pone.0235424
Related URLs:

Share / Export

Statistics