Deep Learning in Third Molar Management
What's NEW
•
11m
This source presents a comprehensive systematic review and meta-analysis evaluating the effectiveness of deep learning (DL) models in assisting with clinical decisions related to mandibular third molars (MM3). The research analyzes a significant number of studies and dental images, assessing DL's capability in tasks such as identifying the spatial relationship between MM3 and the inferior alveolar nerve (IAN), predicting eruption, and evaluating extraction complexity. Findings indicate that DL demonstrates high diagnostic accuracy, often comparable to or exceeding human experts, particularly in anatomical identification using medical imaging like panoramic radiographs (OPGs) and cone beam CT (CBCT). The study concludes that image-based DL tools hold substantial value for enhancing clinical management and diagnostic precision in oral and maxillofacial surgery, although challenges related to data quality and standardization remain.
1.Zhao, C. et al. The Utility Of Deep Learning Model in Clinical Treatment Decision-making of Mandibular Third Molar: A Systematic Review and Meta-analysis. J. Évid.-Based Dent. Pr.
102164 (2025) doi:10.1016/j.jebdp.2025.102164.
Up Next in What's NEW
-
Oral Health Meetings_ Air Travel Carb...
This journal pre-proof discusses the carbon footprint associated with air travel for attendees of four recent global oral health conferences. By analyzing publicly available data on speakers and presenters, the study estimates the metric tons of carbon dioxide equivalent (Mt CO2e) and distance tr...
-
Pascal Magne on Occlusal Veneers and ...
Can composite really outperform ceramic in the right case?
Do you know when to choose an inlay over an onlay?
What makes occlusal veneers so effective — even at just 0.6 mm thickness?
After years of anticipation, Dr. Pascal Magne finally joins Jaz Gulati on the podcast for an episode packed wi...
-
Revolutionizing Dentistry: An Intervi...
Revolutionizing Dentistry: An Interview with Diego Gabathuler on Dental TV
In this episode of Dental TV, we welcome Diego Gabathuler, who recently transitioned from Ivoclar to Geistlich, a leader in regenerative biomaterials for dentistry and beyond. Diego explains Geistlich's focus on heart and ...
