Comprehensive Review of Natural Language Processing (NLP) in Vascular Surgery.

Artificial Intelligence Literature search Natural Language Processing Vascular surgery

Journal

EJVES vascular forum
ISSN: 2666-688X
Titre abrégé: EJVES Vasc Forum
Pays: England
ID NLM: 101766732

Informations de publication

Date de publication:
2023
Historique:
received: 11 05 2023
revised: 13 07 2023
accepted: 08 09 2023
medline: 12 10 2023
pubmed: 12 10 2023
entrez: 12 10 2023
Statut: epublish

Résumé

The use of Natural Language Processing (NLP) has attracted increased interest in healthcare with various potential applications including identification and extraction of health information, development of chatbots and virtual assistants. The aim of this comprehensive literature review was to provide an overview of NLP applications in vascular surgery, identify current limitations, and discuss future perspectives in the field. The MEDLINE database was searched on April 2023. The database was searched using a combination of keywords to identify studies reporting the use of NLP and chatbots in three main vascular diseases. Keywords used included Natural Language Processing, chatbot, chatGPT, aortic disease, carotid, peripheral artery disease, vascular, and vascular surgery. Given the heterogeneity of study design, techniques, and aims, a comprehensive literature review was performed to provide an overview of NLP applications in vascular surgery. By enabling identification and extraction of information on patients with vascular diseases, such technology could help to analyse data from healthcare information systems to provide feedback on current practice and help in optimising patient care. In addition, chatbots and NLP driven techniques have the potential to be used as virtual assistants for both health professionals and patients. While Artificial Intelligence and NLP technology could be used to enhance care for patients with vascular diseases, many challenges remain including the need to define guidelines and clear consensus on how to evaluate and validate these innovations before their implementation into clinical practice.

Identifiants

pubmed: 37822918
doi: 10.1016/j.ejvsvf.2023.09.002
pii: S2666-688X(23)00075-8
pmc: PMC10562666
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

57-63

Informations de copyright

© 2023 The Author(s).

Déclaration de conflit d'intérêts

None.

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Auteurs

Fabien Lareyre (F)

Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, France.
Université Côte d'Azur, Inserm, U1065, C3M, Nice, France.

Bahaa Nasr (B)

Department of Vascular and Endovascular Surgery, Brest University Hospital, Brest, France.
INSERM, UMR 1101, LaTIM, Brest, France.

Arindam Chaudhuri (A)

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

Gilles Di Lorenzo (G)

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

Mathieu Carlier (M)

Department of Urology, University Hospital of Nice, Nice, France.

Juliette Raffort (J)

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

Classifications MeSH