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Related Experiment Video

Updated: Jun 23, 2026

Dynamic Navigation in Endodontics: Guided Access Cavity Preparation by Means of a Miniaturized Navigation System

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Published on: May 5, 2022

Artificial intelligence application in endodontics: A narrative review.

Dennis Dennis¹, Siriwan Suebnukarn², Min-Suk Heo³

¹Department of Conservative Dentistry, Faculty of Dentistry, Universitas Sumatera Utara, Medan, Indonesia.

Imaging Science in Dentistry

|January 2, 2025

Summary

Artificial intelligence (AI) offers significant advancements in endodontics, improving diagnosis and treatment efficacy. This technology enhances root canal therapy through precise identification, assessment, and prediction of dental conditions.

Keywords:

Artificial Intelligence Deep Learning Endodontics Radiography

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Last Updated: Jun 23, 2026

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Published on: February 23, 2024

Area of Science:

Dentistry
Medical Imaging
Artificial Intelligence

Background:

Endodontics involves complex procedures requiring accurate diagnostics.
The integration of artificial intelligence (AI) presents novel opportunities to enhance endodontic practice.
Understanding AI methodologies is crucial for modern dental professionals.

Purpose of the Study:

To review the scientific literature on AI methodologies and applications in endodontics.
To provide dentists with technical knowledge regarding AI in endodontics.
To highlight the potential of AI in improving endodontic diagnosis and treatment.

Main Methods:

A comprehensive literature search was conducted across PubMed, Scopus, and Google Scholar.
Keywords included "artificial intelligence," "machine learning," "deep learning," "endodontic," "root canal treatment," and "radiography."
Seventy-one studies published between 1992 and 2023 were selected for review.

Main Results:

AI applications are effective in identifying root fractures and periapical lesions.
AI aids in assessing working length and root canal anatomy.
AI can predict retreatment success and evaluate dental pulp stem cell viability.

Conclusions:

AI is set to advance endodontic scheduling, patient care, and prognostic diagnosis.
Robotic endodontic surgery represents an emerging application of AI.
AI significantly improves endodontic diagnosis and treatment, boosting overall therapy efficacy.