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Dental Health

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

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The impact of artificial intelligence on orthodontics: a systematic review of applications and implications.

INTRODUCTION: Artificial intelligence (AI) has emerged as a revolutionary technology with diverse ap...

May 2025 40340271
APD-FFNet: A Novel Explainable Deep Feature Fusion Network for Automated Periodontitis Diagnosis on Dental Panoramic Radiography.

OBJECTIVES: This study introduces APD-FFNet, a novel, explainable deep learning architecture for aut...

May 2025 40343455
Computational Orthodontic Force Simulation: A Review

In orthodontic treatment, the biological response of the tooth, periodontal ligament, and bone com...

GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation

Achieving meticulous segmentation of tooth point clouds from intra-oral scans stands as an indispe...

CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization

Identifying anatomical landmarks in 3D dental models is vital for orthodontic treatment, yet manua...

Development of a Machine Learning Tool for Home-Based Assessment of Periodontitis

According to an ADA report, approximately 15% of the US population requires dental care annually but...

Deep learning-based localization of bounded edentulous spaces in intraoral occlusal images

This study developed a deep learning pipeline to localize bounded edentulous spaces with missing tee...

Oral Rinse Sourced Microbiota in Oral Health and Disease in a Representative U.S. Adult Population

This study reports genus-level oral rinse microbiota profiles in a population of 3,770 U.S. adults f...

Trajectory-Informed Breathomics for Dynamic Mapping of Health and Disease: Toward a Health Navigation Framework

Most diagnostic frameworks treat disease as static, overlooking its inherently dynamic and continuou...

Multi-domain Identification of Myocardial Infarction Incidence using Explainable AI: The Overlooked Role of Periodontal Health

Myocardial infarction (MI) is a major global health concern influenced by diverse risk factors. Desp...

Implications of artificial intelligence in periodontal treatment maintenance: a scoping review.

Gingivitis and periodontitis, are widespread conditions with diverse influence on oral and systemic ...

Jan 2025 40438083
IL7-IL7R Interaction Mediates Fibroblast-Driven Macrophage-to-Osteoclast Differentiation in Periodontitis.

AIM: To identify osteoclastogenic macrophage subsets and their regulatory mechanisms in periodontiti...

Jan 2025 40386183
Periodontitis diagnosis: A review of current and future trends in artificial intelligence.

BACKGROUND: Artificial intelligence (AI) acts as the state-of-the-art in periodontitis diagnosis in ...

Jan 2025 39302402
Assessment of virtual bracket removal by artificial intelligence and thermoplastic retainer fit.

INTRODUCTION: Digital orthodontics is here to make our specialty more efficient, and the integration...

Dec 2024 39577979
Role of fatty acid metabolism-related genes in periodontitis based on machine learning and bioinformatics analysis.

OBJECTIVES: This study aims to investigate the role of genes related to fatty acid metabolism in per...

Dec 2024 39610070
[Artificial intelligence-supported clear aligner orthodontic technology].

With the advancement of digital healthcare and artificial intelligence (AI) technologies, the full a...

Nov 2024 39472084
How reliable is the artificial intelligence product large language model ChatGPT in orthodontics?

OBJECTIVES: To evaluate the reliability of information produced by the artificial intelligence-based...

Nov 2024 39194996
MotIF: Motion Instruction Fine-tuning

While success in many robotics tasks can be determined by only observing the final state and how i...

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