Transforming dental diagnostics with artificial intelligence: advanced integration of ChatGPT and large language models for patient care.

Journal: Frontiers in dental medicine
Published Date: Jan 6, 2025

Abstract

Artificial intelligence has dramatically reshaped our interaction with digital technologies, ushering in an era where advancements in AI algorithms and Large Language Models (LLMs) have natural language processing (NLP) systems like ChatGPT. This study delves into the impact of cutting-edge LLMs, notably OpenAI's ChatGPT, on medical diagnostics, with a keen focus on the dental sector. Leveraging publicly accessible datasets, these models augment the diagnostic capabilities of medical professionals, streamline communication between patients and healthcare providers, and enhance the efficiency of clinical procedures. The advent of ChatGPT-4 is poised to make substantial inroads into dental practices, especially in the realm of oral surgery. This paper sheds light on the current landscape and explores potential future research directions in the burgeoning field of LLMs, offering valuable insights for both practitioners and developers. Furthermore, it critically assesses the broad implications and challenges within various sectors, including academia and healthcare, thus mapping out an overview of AI's role in transforming dental diagnostics for enhanced patient care.

Authors

  • Masoumeh Farhadi Nia
    Department of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, United States.
  • Mohsen Ahmadi
    Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States.
  • Elyas Irankhah
    Department of Mechanical Engineering, University of Massachusetts Lowell, Lowell, MA, United States.

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