Latest Research in Dental Imaging Informatics

Top Research Topics in Dental Imaging Informatics

• Dental Radiography and Imaging — 20 papers
• Orthodontics and Dentofacial Orthopedics — 5 papers
• Computer Vision and Pattern Recognition — 5 papers
• AI in cancer detection — 3 papers
• Image and Video Processing — 3 papers
• Ear Surgery and Otitis Media — 2 papers
• Dental Health and Care Utilization — 1 papers
• Artificial Intelligence — 1 papers
• COVID-19 diagnosis using AI — 1 papers
• Benford’s Law and Fraud Detection — 1 papers

Highest-Cited Papers

1. Smartphone-Based Deep Learning for Dental Plaque Detection Among Preschool Children
2. Uncertainty-aware ordinal deep learning for automated periapical index assessment on dental radiographs
3. Open‐Weight Deep Learning for Periapical Index Scoring: Training and Comparison of Convolutional Neural Network Models Based on Three Distinct Architectures and an Ensemble Approach
4. Explainable AI framework for detecting and grading oral squamous cell carcinoma in South Asian populations using histopathological images
5. ApexTransNet: an anatomy-aware multi-task framework for apical periodontitis segmentation and radiographic assessment on periapical dental radiographs
6. Intraoral dental caries detection based on mask-regularized vision transformer
7. Dual-model deep learning for detecting and classifying dental abscesses, cysts, and tumours on orthopantomograms: a histopathology-referenced diagnostic study
8. Automated classification of dental implant categories on panoramic radiographs using YOLOv8 and YOLO11 models
9. Automated measurement of Little’s Irregularity Index on intraoral photographs using a convolutional neural network
10. LUCID: Intelligent Informative Frame Selection in Otoscopy for Enhanced Diagnostic Utility
11. CRANIOSEG: Deep Learning–Based Automated Segmentation of Craniomaxillofacial Anatomical Structures on Cone-Beam Computed Tomography
12. MedPCFM-TED: One-Step Point Cloud Flow Matching for Implant Generation via Teacher-Guided Endpoint Distillation
13. Predicting build orientation for SLM dental parts: a comparison of rotation representations and direct vector regression
14. APR-Net: a lightweight multi-scale attention network for oral disease detection
15. Patient-Level, Leakage-Aware Deep Learning for Cross-Center Periapical Radiograph Classification
16. Morphological decoupling-based skeletal classification for clinical assessment of malocclusion
17. E8 Harmonic Forecast Lattice (HFL) – Phi‑Coupled Value Corridors from 240 Roots — E8 Intelligence Research
18. Development and Validation of a Deep Learning Decision-Support Model for Aesthetic Chin-Shortening Surgery
19. AI-Assisted Three-Class Oral Histopathology: A Reader Study
20. Evaluation of a deep learning-based system for automated assessment of tooth wear severity on intraoral scans

Sub-Regions

• Dental Radiography and Imaging — 46 papers
• Optimization and Control — 3 papers
• Systems and Control — 1 papers