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Updated: Jan 14, 2026

Guided Endodontics: Three-Dimensional Planning and Template-Aided Preparation of Endodontic Access Cavities

Guided Endodontics: Three-Dimensional Planning and Template-Aided Preparation of Endodontic Access Cavities

Published on: May 24, 2022

Increasing Diagnostic Acumen in Endodontics.

Shilpa Thakkar¹, Dana Mominkhan²

¹Private Practice, Houston, TX, USA.

Dental Clinics of North America

|October 17, 2025

Summary

Artificial intelligence (AI) can enhance endodontic diagnosis by detecting pathologies like periapical lesions and fractures. AI also aids in differential diagnosis, improving patient treatment outcomes.

Keywords:

Apical periodontitis Cracks Diagnosis Periapical radiolucency Pulpitis

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Area of Science:

Dentistry
Endodontics
Artificial Intelligence

Background:

Accurate diagnosis is crucial for effective endodontic treatment.
Current diagnostic methods include clinical and radiographic examinations.
Limitations exist in diagnosing complex endodontic conditions.

Purpose of the Study:

To explore the application of artificial intelligence (AI) in endodontic diagnosis.
To discuss AI's role in detecting periapical lesions, fractures, and other dental defects.
To review advancements in differential diagnosis and existing AI tools in dentistry.

Main Methods:

Review of current literature on AI in endodontics.
Discussion of AI algorithms for image analysis (lesion detection, fracture identification).
Analysis of AI's integration with patient-reported data and diagnostic questionnaires.

Main Results:

AI demonstrates potential in accurately identifying endodontic pathologies from radiographic images.
AI can assist in differential diagnosis by integrating diverse patient data.
Several AI-powered diagnostic tools are emerging in the dental market.

Conclusions:

AI offers significant potential to improve the accuracy and efficiency of endodontic diagnosis.
AI applications can aid clinicians in detecting subtle pathologies and refining differential diagnoses.
The integration of AI is poised to advance the field of endodontic diagnostics.