Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support


Journal

Physiological measurement
ISSN: 1361-6579
Titre abrégé: Physiol Meas
Pays: England
ID NLM: 9306921

Informations de publication

Date de publication:
27 09 2021
Historique:
received: 24 05 2021
accepted: 25 08 2021
entrez: 28 9 2021
pubmed: 29 9 2021
medline: 26 10 2021
Statut: epublish

Résumé

Beaulieu-Jones and coworkers propose a litmus test for the field of predictive analytics-performance improvements must be demonstrated to be the result of non-clinician-initiated data, otherwise, there should be caution in assuming that predictive models could improve clinical decision-making (Beaulieu-Jones

Identifiants

pubmed: 34580243
doi: 10.1088/1361-6579/ac2130
doi:

Types de publication

Editorial

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

Creative Commons Attribution license.

Auteurs

Oliver Monfredi (O)

Center for Advanced Medical Analytics, University of Virginia, United States of America.
Cardiovascular Division, Department of Internal Medicine, School of Medicine, University of Virginia, United States of America.

Jessica Keim-Malpass (J)

Center for Advanced Medical Analytics, University of Virginia, United States of America.
School of Nursing, University of Virginia, United States of America.

J Randall Moorman (JR)

Center for Advanced Medical Analytics, University of Virginia, United States of America.
Cardiovascular Division, Department of Internal Medicine, School of Medicine, University of Virginia, United States of America.

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Classifications MeSH