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Reliability of Artificial Intelligence-Based Cone Beam Computed Tomography Integration with Digital Dental Images
Published on: February 23, 2024
Interrelationship between anatomical variations in mandibular teeth: a cone-beam computed tomography (CBCT) based
Eda Gursu Sahin1, Ozgur Soysal Ozdemir2
1Faculty of Dentistry, Department of Endodontics, Cankiri Karatekin University, Cankiri, Turkey. edagursusahin@karatekin.edu.tr.
Odontology
|July 14, 2026
Summary
Mandibular teeth show diverse root canal anatomy, with a correlation between lateral incisor complexity and mandibular first molar distolingual roots. The Ahmed
Area of Science:
- Endodontics
- Dental Anatomy
- Radiology
Background:
- Understanding mandibular tooth root canal anatomy is crucial for successful endodontic treatment.
- Variations in root canal morphology can complicate endodontic procedures.
- Existing classification systems may not fully capture the complexity of mandibular tooth anatomy.
Purpose of the Study:
- To evaluate anatomical variations and interrelationships of mandibular anterior, premolar, and first molar teeth.
- To categorize and compare root canal anatomies using Vertucci and Ahmed's classification systems.
- To investigate the prevalence of distolingual roots (DLR) and their correlation with other anatomical features.
Main Methods:
- Retrospective analysis of 9,504 cone-beam computed tomography (CBCT) scans from 792 patients.
- Classification of root canal configurations using both Vertucci and Ahmed's systems.
- Evaluation of root counts, DLR presence, bilateral agreement, and cross-group correlations.
Main Results:
- Anterior teeth were single-rooted with significant internal morphological diversity.
- Mandibular first molars predominantly had two roots, with DLR (Radix Entomolaris) in 5.3%-6.8% of cases.
- A significant correlation was found between complex lateral incisor canals and ipsilateral MFM DLR (p=0.003, OR=2.23); males showed higher premolar complexity.
Conclusions:
- Mandibular teeth exhibit high morphological diversity and bilateral agreement.
- The Ahmed's system offers broader descriptive coverage for complex root canal anatomies than the Vertucci system.
- The correlation between lateral incisor canal complexity and MFM DLR warrants further investigation.

