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Dental Health

Latest AI and machine learning research in dental health for healthcare professionals.

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Showing 379-399 of 3,529 articles
Temporal Deep Learning for Predicting Periodontitis Progression Using Longitudinal Gingival Crevicular Fluid Protein Profiles

Background: Conventional clinical indicators of periodontitis progression detect disease after irrev...

Prompt-Based Caption Generation for Single-Tooth Dental Images Using Vision-Language Models

Digital dentistry has made significant advances with the advent of deep learning. However, the major...

Automatic deep learning segmentation of mandibular periodontal bone topography on cone-beam computed tomography images.

OBJECTIVES: This study evaluated the performance of a multi-stage Segmentation Residual Network (Seg...

Aug 2025 40373868
Attend-and-Refine: Interactive keypoint estimation and quantitative cervical vertebrae analysis for bone age assessment

In pediatric orthodontics, accurate estimation of growth potential is essential for developing eff...

TeethGenerator: A two-stage framework for paired pre- and post-orthodontic 3D dental data generation

Digital orthodontics represents a prominent and critical application of computer vision technology...

AI-assisted radiographic analysis in detecting alveolar bone-loss severity and patterns

Periodontitis, a chronic inflammatory disease causing alveolar bone loss, significantly affects or...

PVDF-based solid polymer electrolytes for lithium-ion batteries: strategies in composites, blends, dielectric engineering, and machine learning approaches.

Solid polymer electrolytes (SPEs) present a viable alternative to organic carbonates typically used ...

Jun 2025 40535599
THERE: Toward an easy and reliable tool for automatic cephalometric analysis.

BACKGROUND: Cephalometric analysis in orthodontics is a meticulous process requiring high precision ...

Jun 2025 40381477
Comparison of deep learning models for facial attractiveness assessment on 3D photos.

OBJECTIVES: Convolutional neural networks (CNNs) have demonstrated remarkable success in orthodontic...

Jun 2025 40199417
PET imaging of atherosclerosis: artificial intelligence applications and recent advancements.

PET imaging has become a valuable tool for assessing atherosclerosis by targeting key processes such...

Jun 2025 40143664
AI-AIDED VOLUMETRIC ROOT RESORPTION ASSESSMENT FOLLOWING PERSONALIZED FORCES IN ORTHODONTICS: PRELIMINARY RESULTS OF A RANDOMIZED CLINICAL TRIAL.

INTRODUCTION: External apical root resorption (EARR) is an undesirable loss of hard tissues of the t...

Jun 2025 40335201
Automated classification of midpalatal suture maturation stages from CBCTs using an end-to-end deep learning framework.

Accurate classification of midpalatal suture maturation stages is critical for orthodontic diagnosis...

May 2025 40442312
Real-time segmentation and detection of ponticulus posticus in lateral cephalometric radiographs using YOLOv8: a step towards enhanced clinical evaluation.

OBJECTIVES: Ponticulus posticus (PP) is a bony structure in the cervical spine, often difficult to i...

May 2025 40437474
Hierarchical clustering analysis & machine learning models for diagnosing skeletal classes I and II in German patients.

BACKGROUND: Classification is one of the most common tasks in artificial intelligence (AI) driven fi...

May 2025 40375317
Annexin A2 Contributes to Release of Extracellular Vimentin in Response to Inflammation.

Vimentin, an abundant intracellular cytoskeletal protein, is secreted into the extracellular space, ...

May 2025 40346842
Machine-Learning-Guided Screening of Advantageous Solvents for Solid Polymer Electrolytes in Lithium Metal Batteries.

Trace residual solvents in solid polymer electrolytes (SPEs) significantly affect electrolyte and in...

May 2025 40314621
A Global-Local Attention Model for 3D Point Cloud Segmentation in Intraoral Scanning: A Novel Approach.

Intraoral scanners (IOS) provide high-precision 3D data of teeth and gingiva, critical for personal...

May 2025 40428126
AI-Driven Dental Caries Management Strategies: From Clinical Practice to Professional Education and Public Self Care.

Dental caries is one of the most prevalent chronic diseases among both children and adults, despite ...

May 2025 40354695
Towards Better Cephalometric Landmark Detection with Diffusion Data Generation

Cephalometric landmark detection is essential for orthodontic diagnostics and treatment planning. ...

[Artificial intelligence-based multimodal fusion diagnosis: advances in precision diagnosis of periodontitis].

Periodontitis is a globally prevalent inflammatory oral disease, affecting approximately 50% of the ...

May 2025 40268543
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