A systematic review and meta-analysis on ChatGPT and its utilization in medical and dental research.

Artificial intelligence ChatGPT Dentistry Machine learning Medicine

Journal

Heliyon
ISSN: 2405-8440
Titre abrégé: Heliyon
Pays: England
ID NLM: 101672560

Informations de publication

Date de publication:
Dec 2023
Historique:
received: 07 05 2023
revised: 24 10 2023
accepted: 24 11 2023
medline: 25 12 2023
pubmed: 25 12 2023
entrez: 25 12 2023
Statut: epublish

Résumé

Since its release, ChatGPT has taken the world by storm with its utilization in various fields of life. This review's main goal was to offer a thorough and fact-based evaluation of ChatGPT's potential as a tool for medical and dental research, which could direct subsequent research and influence clinical practices. Different online databases were scoured for relevant articles that were in accordance with the study objectives. A team of reviewers was assembled to devise a proper methodological framework for inclusion of articles and meta-analysis. 11 descriptive studies were considered for this review that evaluated the accuracy of ChatGPT in answering medical queries related to different domains such as systematic reviews, cancer, liver diseases, diagnostic imaging, education, and COVID-19 vaccination. The studies reported different accuracy ranges, from 18.3 % to 100 %, across various datasets and specialties. The meta-analysis showed an odds ratio (OR) of 2.25 and a relative risk (RR) of 1.47 with a 95 % confidence interval (CI), indicating that the accuracy of ChatGPT in providing correct responses was significantly higher compared to the total responses for queries. However, significant heterogeneity was present among the studies, suggesting considerable variability in the effect sizes across the included studies. The observations indicate that ChatGPT has the ability to provide appropriate solutions to questions in the medical and dentistry areas, but researchers and doctors should cautiously assess its responses because they might not always be dependable. Overall, the importance of this study rests in shedding light on ChatGPT's accuracy in the medical and dentistry fields and emphasizing the need for additional investigation to enhance its performance. © 2017 Elsevier Inc. All rights reserved.

Identifiants

pubmed: 38144348
doi: 10.1016/j.heliyon.2023.e23050
pii: S2405-8440(23)10258-1
pmc: PMC10746423
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e23050

Informations de copyright

© 2023 The Authors.

Déclaration de conflit d'intérêts

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

Hiroj Bagde (H)

Department of Periodontology, Chhattisgarh Dental College and Research Institute, Rajnandgaon, Chhattisgarh, India.

Ashwini Dhopte (A)

Department of Oral Medicine and Radiology, Chhattisgarh Dental College and Research Institute, Rajnandgaon, Chhattisgarh, India.

Mohammad Khursheed Alam (MK)

Preventive Dentistry Department, College of Dentistry, Jouf University, Sakaka, 72345, Saudi Arabia.
Department of Dental Research Cell, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, India.
Department of Public Health, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh.

Rehana Basri (R)

Department of Internal Medicine, College of Medicine, Jouf University, Sakaka, 72345, Saudi Arabia.

Classifications MeSH