Shaping the Clinician II: Artificial Intelligence-Taught Endodontic Skills

Dent Clin North Am. 2025 Oct;69(4):585-602. doi: 10.1016/j.cden.2025.05.011. Epub 2025 Jul 12.

Abstract

This article explores how artificial intelligence (AI) is transforming endodontic education and clinical practice. It highlights the impact of AI tools-such as machine learning, neural networks, computer vision, virtual reality, and augmented reality-in enhancing diagnostic accuracy, procedural skills, and personalized learning. Traditional training methods relying on lectures and limited hands-on practice are contrasted with AI-driven approaches offering standardized assessment, real-time feedback, and immersive simulations. The article addresses challenges related to ethical considerations, data privacy, and interdisciplinary collaboration. Through case studies and pilot programs, it demonstrates how AI can complement clinical expertise and revolutionize the training of dental professionals.

Keywords: Artificial intelligence; Clinical simulation; Diagnostic accuracy; Endodontic education; Ethical considerations; Machine learning.

Publication types

  • Review

MeSH terms

  • Artificial Intelligence*
  • Clinical Competence*
  • Education, Dental* / methods
  • Endodontics* / education
  • Humans
  • Neural Networks, Computer