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Unlocking the Potentials of Large Language Models in Orthodontics: A Scoping Review

  • Jie Zheng
  • , Xiaoqian Ding
  • , Jingya Jane Pu
  • , Sze Man Chung
  • , Qi Yong H. Ai
  • , Kuo Feng Hung*
  • , Zhiyi Shan*
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

13 Downloads (CityUHK Scholars)

Abstract

(1) Background: In recent years, large language models (LLMs) such as ChatGPT have gained significant attention in various fields, including dentistry. This scoping review aims to examine the current applications and explore potential uses of LLMs in the orthodontic domain, shedding light on how they might improve dental healthcare. (2) Methods: We carried out a comprehensive search in five electronic databases, namely PubMed, Scopus, Embase, ProQuest and Web of Science. Two authors independently screened articles and performed data extraction according to the eligibility criteria, following the PRISMA-ScR guideline. The main findings from the included articles were synthesized and analyzed in a narrative way. (3) Results: A total of 706 articles were searched, and 12 papers were eventually included. The applications of LLMs include improving diagnostic and treatment efficiency in orthodontics as well as enhancing communication with patients. (4) Conclusions: There is emerging research in countries worldwide on the use of LLMs in orthodontics, suggesting an upward trend in their acceptance within this field. However, the potential application of LLMs remains in its early stage, with a noticeable lack of extensive studies and tailored products to address specific clinical needs. © 2024 by the authors.
Original languageEnglish
Article number1145
JournalBioengineering
Volume11
Issue number11
Online published13 Nov 2024
DOIs
Publication statusPublished - Nov 2024
Externally publishedYes

Funding

This research received no external funding.

Research Keywords

  • artificial intelligence
  • Chatbot
  • ChatGPT
  • generative AI
  • GPT
  • large language models
  • LLMs
  • orthodontics
  • scoping review

Publisher's Copyright Statement

  • This full text is made available under CC-BY 4.0. https://creativecommons.org/licenses/by/4.0/

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