Predictive Failure Mode Analysis: The Potential Role of Artificial Intelligence in Predicting Failure Modes During Root Canal Retreatment

2025/11/25 by Mohammed Turky, P. M. H. Dummer · 1 voice
Dentistry · Health Professions · Medicine · #Endodontics and Root Canal Treatments #Dental Trauma and Treatments #Periodontal Regeneration and Treatments

paper · pdf · doi:10.1111/aej.70036

openalex created_date 2025/11/25 · openalex publication_date 2025/11/25 · openalex updated_date 2026/07/27

Abstract

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Citations

• Factors that affect the outcomes of root canal treatment and retreatment—A reframing of the principles
• Unleashing the Future of Endodontics: Exploring the Potential Role of Explainable Artificial Intelligence in Risk Stratification and Decision‐Making in Endodontics

Discussions

• New in AEJ: Turky & Dummer propose "Predictive Failure Mode Analysis" — using AI to flag biological, procedural & restorative risks before root canal retreatment. A decision-support concept, not a rep [bsky, 0 points, 0 comments]