Machine Learning, Deep Learning, and Closed Loop Devices-Anesthesia Delivery.

Anesthesia Anesthesiology Artificial Intelligence Deep Learning Humans Machine Learning
Artificial intelligence Closed loop devices Deep learning Machine learning Neural networks

Journal

Anesthesiology clinics
ISSN: 1932-2275
Titre abrégé: Anesthesiol Clin
Pays: United States
ID NLM: 101273663

Informations de publication

Date de publication:
Sep 2021
Historique:
entrez: 16 8 2021
pubmed: 17 8 2021
medline: 26 11 2021
Statut: ppublish

Résumé

With the tremendous volume of data captured during surgeries and procedures, critical care, and pain management, the field of anesthesiology is uniquely suited for the application of machine learning, neural networks, and closed loop technologies. In the past several years, this area has expanded immensely in both interest and clinical applications. This article provides an overview of the basic tenets of machine learning, neural networks, and closed loop devices, with emphasis on the clinical applications of these technologies.

Identifiants

DOI: 10.1016/j.anclin.2021.03.012 PMID: 34392886 PMC: PMC9847584
pubmed: 34392886
pii: S1932-2275(21)00031-8
doi: 10.1016/j.anclin.2021.03.012
pmc: PMC9847584
mid: NIHMS1862454
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

565-581

Subventions

Organisme : NIBIB NIH HHS
ID : R01 EB029751
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM117622
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL144692
Pays : United States
Organisme : NHLBI NIH HHS
ID : U54 HL119893
Pays : United States

Informations de copyright

Copyright © 2021 Elsevier Inc. All rights reserved.

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Auteurs

Theodora Wingert (T)

University of California Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA; Department of Anesthesiology and Perioperative Medicine, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Suite 3325, Los Angeles, CA 90095-7403, USA. Electronic address: twingert@mednet.ucla.edu.

Christine Lee (C)

Edwards Lifesciences, Irvine, CA, USA; Critical Care R&D, 1 Edwards Way, Irvine, CA 92614, USA.

Maxime Cannesson (M)

University of California Los Angeles, David Geffen School of Medicine, Los Angeles, CA, USA; Department of Anesthesiology and Perioperative Medicine, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Suite 3325, Los Angeles, CA 90095-7403, USA.

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Classifications MeSH

questionsmedicales.fr › Anesthésie et analgésie › Anesthésie › Machine Learning, Deep Learning, and Closed...
questionsmedicales.fr › Professions de santé › Médecine › Anesthésiologie › Machine Learning, Deep Learning, and Closed...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Machine Learning, Deep Learning, and Closed...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Réseaux neuronaux (ordinateur) › Apprentissage profond › Machine Learning, Deep Learning, and Closed...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Machine Learning, Deep Learning, and Closed...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › Machine Learning, Deep Learning, and Closed...