ArticleEuropean journal of dental education : official journal of the Association for Dental Education in Europe2025
Integrating Generative AI in Dental Education: A Scoping Review of Current Practices and Recommendations.
Article in European journal of dental education : official journal of the Association for Dental Education in Europe, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed.
- AI-informed healthcare pedagogy: a review of the literature and application to pedagogical practice informed by case studies from dental education.British dental journal · 2026Review
- Examining the Role of Artificial Intelligence in Assessment: A Comparative Study of ChatGPT and Educator-Generated Multiple-Choice Questions in a Dental Exam.European journal of dental education : official journal of the Association for Dental Education in Europe · 2026Article
- Reproducibility of Mandibular Cortical Index Classification Among Dental Examiners and a Single Generative AI Platform: An Observer Agreement Study.Clinics and practice · 2026Article
- Evaluation Frameworks for Clinical AI Incorporating Validation Strategies, Real-World Applicability, and Ethical Principles: Scoping Review.Journal of medical Internet research · 2026Article
- Artificial Intelligence Integration in U.S. Healthcare Professional Degree Programs: A Rapid Scoping Review.Research square · 2026Article
- Guideline-based clinical reasoning in periodontology education: a comparative study of residents and large language models.BMC medical education · 2026Article
- Generative Artificial Intelligence and Large Language Models in Paediatric Dentistry: A Scoping Review.International dental journal · 2026Article
- Human versus artificial intelligence: investigating ability of young academics from research and non-research institutions to identify ChatGPT-generated dental research abstracts.Scientific reports · 2026Article
- Awareness and perceptions of AR/VR in dentistry: a cross-sectional study among Turkish dental students.BMC medical education · 2026Article
- Dental students' knowledge, perceptions, and educational needs regarding artificial intelligence: a multinational cross-sectional survey.BMC medical education · 2026Article
- Assessing a virtual scenario-based training system for enhancing clinical reasoning and communication in dental education.BMC oral health · 2026Article
- Large language models as data-driven engines for benchmarking preventive and clinical knowledge in Chinese dental examinations.Frontiers in oral health · 2026Article
- Artificial intelligence for teaching, training, and assessment in dental education: a domain-based scoping review.Frontiers in medicine · 2026Review
- Humanization of AI-generated abstracts in oral radiology: Role of chatbots and dedicated platforms.Brazilian oral research · 2026Article
- Digital intelligence in dental technology education: curriculum and practical teaching reform.Frontiers in medicine · 2026Review
- AI-enabled language technologies for language-mediated learning and clinical communication in international undergraduate dental education: a scoping review.Frontiers in medicine · 2026Review
- Recommendations for Enhancing Oral Health Professional Education Through the Student Voice: The ADEE-EDSA Partnership in Action.European journal of dental education : official journal of the Association for Dental Education in Europe · 2025Article
- Artificial Intelligence in Dental Education: A Scoping Review of Applications, Challenges, and Gaps.Dentistry journal · 2025Review
- Readiness to use artificial intelligence: a comparative study among dental faculty members and students.BMC medical education · 2025Article
- Artificial Intelligence and Dentomaxillofacial Radiology Education: Innovations and Perspectives.Dentistry journal · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
backgroundGenerative AI (GenAI) tools like ChatGPT are increasingly relevant in dental education, offering potential enhancements in personalised learning and clinical reasoning. However, specific guidance from dental institutions remains unexplored.
aimTo identify, analyse and summarise existing guidelines from universities and organisations on using GenAI in dental education, focusing on recommendations for academic staff.
methodsA scoping review (10.17605/OSF.IO/3XMP7) searched for GenAI guidance on university websites, search engines (Google Search, Scholar, Perplexity and PubMed) and through contacting relevant academics (January 2022 to June 2024). Two reviewers independently screened and extracted data, including implementation details, AI tools and permitted/prohibited uses. Thematic analysis revealed common applications, benefits, challenges and recommendations.
resultsThirty-one unique documents were included from 21 universities in 15 countries and three international organisations. Thematic analysis identified common applications, benefits, challenges and recommendations for integrating GenAI, including facilitating teaching and learning, personalised learning, efficient content creation and encouraging critical thinking. However, challenges such as academic integrity, ethical use, bias and privacy issues were also identified. No dental education-specific guidelines were found.
conclusionThis review identified and summarised existing GenAI guidelines from universities and organisations relevant to dental education. The guidelines emphasise ethical use, transparency, academic integrity, secure environments and AI misuse detection tools. However, the absence of dental specific guidance presents an opportunity to fill this gap, providing recommendations for academic staff to integrate GenAI effectively while promoting critical thinking and responsible AI use.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.