Artificial intelligence in vascular surgical decision making.

Artificial intelligence Decision making Machine learning Precision medicine Vascular disease

Journal

Seminars in vascular surgery
ISSN: 1558-4518
Titre abrégé: Semin Vasc Surg
Pays: United States
ID NLM: 8809602

Informations de publication

Date de publication:
Sep 2023
Historique:
received: 02 01 2023
revised: 17 04 2023
accepted: 24 05 2023
medline: 1 11 2023
pubmed: 21 10 2023
entrez: 20 10 2023
Statut: ppublish

Résumé

Despite advances in prevention, detection, and treatment, cardiovascular disease is a leading cause of mortality and represents a major health problem worldwide. Artificial intelligence and machine learning have brought new insights to the management of vascular diseases by allowing analysis of huge and complex datasets and by offering new techniques to develop advanced imaging analysis. Artificial intelligence-based applications have the potential to improve prognostic evaluation and evidence-based decision making and contribute to vascular therapeutic decision making. In this scoping review, we provide an overview on how artificial intelligence could help in vascular surgical clinical decision making, highlighting potential benefits, current limitations, and future challenges.

Identifiants

pubmed: 37863619
pii: S0895-7967(23)00039-X
doi: 10.1053/j.semvascsurg.2023.05.004
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

448-453

Informations de copyright

Copyright © 2023 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Fabien Lareyre (F)

Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France; Université Côte d'Azur, INSERM U1065, C3M, Nice, France. Electronic address: fabien.lareyre@gmail.com.

Kak Khee Yeung (KK)

Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands.

Lisa Guzzi (L)

Institute 3IA Côte d'Azur, Université Côte d'Azur, Côte d'Azur, France; Epione Team, Inria, Université Côte d'Azur, Sophia Antipolis, France.

Gilles Di Lorenzo (G)

Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France.

Arindam Chaudhuri (A)

Bedfordshire-Milton Keynes Vascular Centre, Bedfordshire Hospitals NHS Foundation Trust, Bedford, UK.

Christian-Alexander Behrendt (CA)

Brandenburg Medical School Theodor-Fontane, Neuruppin, Germany; Department of Vascular and Endovascular Surgery, Asklepios Medical School Hamburg, Asklepios Clinic Wandsbek, Hamburg, Germany.

Konstantinos Spanos (K)

Department of Vascular Surgery, School of Health Sciences, Faculty of Medicine, University Hospital of Larissa, University of Thessaly, Larissa, Greece.

Juliette Raffort (J)

Université Côte d'Azur, INSERM U1065, C3M, Nice, France; Institute 3IA Côte d'Azur, Université Côte d'Azur, Côte d'Azur, France; Clinical Chemistry Laboratory, University Hospital of Nice, Nice, France.

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Classifications MeSH