Development and Comparative Evaluation of a Reinstructed GPT-4o Model Specialized in Periodontology.

Journal: Journal of clinical periodontology
PMID: 39723544

Abstract

BACKGROUND: Artificial intelligence (AI) has the potential to enhance healthcare practices, including periodontology, by improving diagnostics, treatment planning and patient care. This study introduces 'PerioGPT', a specialized AI model designed to provide up-to-date periodontal knowledge using GPT-4o and a novel retrieval-augmented generation (RAG) system.

Authors

  • Francesco Fanelli
    Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy.
  • Muhammad Saleh
    Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA.
  • Pasquale Santamaria
    Centre for Host Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, UK.
  • Khrystyna Zhurakivska
    Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy.
  • Luigi Nibali
    Periodontology Unit, Centre for Host Microbiome Interactions, King's College London, London, UK.
  • Giuseppe Troiano
    University of Foggia, Department of Clinical and Experimental Medicine; Foggia,Italy.

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