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Dental Health

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

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Diagnostic Capabilities of Large Language Models in Paediatric Dentistry.

Although many studies have examined large language models (LLMs) for dental diagnosis, most focus on a single topic, and few have investigated their broader usefulness for the variety of patients. Twenty-five cases meeting the eligibility criteria were extracted from paediatric dentistry questions in the National Examination. Age, sex, and chief complaint were collected and presented to Copilot an...

Feb 20 2026 41722521

Inadequate Preventive Dental Care Is Associated With Higher Cardiovascular Risk Identified by ECG-Based Artificial Intelligence Algorithms.

BACKGROUND: Inadequate preventive dental care may contribute to inflammatory conditions such as periodontitis, increasing cardiovascular disease risk. Artificial intelligence-enabled electrocardiography (AI-ECG) algorithms accurately estimate cardiovascular disease risk. We investigated the association between inadequate preventive dental care and the AI-ECG-estimated risk of atrial fibrillation, ...

Feb 20 2026 41717947
Determinants of intracranial microcalcification assessed by 18F-sodium fluoride PET.

PURPOSE: Intracranial calcifications are commonly found in adults and may represent either benign or pathological lesions. Conventional imaging modali...

Feb 19 2026 41709668
Development of an artificial intelligence platform to improve compliance in periodontal maintenance patients: A proof-of-concept study.

BACKGROUND: The purpose of this study is to report on the development of an artificial intelligence (AI) model designed to improve compliance in perio...

Feb 19 2026 41711240
Implantable CB/PVDF/TPU Sensors for In Situ Monitoring of Internal Temperature Changes in Lithium-Ion Batteries.

In situ monitoring of lithium-ion battery thermal runaway is limited by the invasiveness and insufficient sensitivity of conventional thermometry. The...

Feb 18 2026 41709419
Deep Learning-Based Multi-Stage System for Automated Tooth Detection and Segmentation in Orthodontic Photography.

This study aimed to develop and evaluate a fully automated, artificial intelligence-driven system for tooth detection and segmentation from complete o...

Feb 18 2026 41708562
Deep learning cascade networks for segmentation of fluorine-18 sodium fluoride positron emission tomography scans of equine metacarpo- and metatarsophalangeal joints outperform atlas-based method.

OBJECTIVE: To create a labeled dataset and evaluate a convolutional neural network (CNN) for segmentation of fluorine-18 sodium fluoride PET scans of ...

Feb 16 2026 41702054
Exploring the feasibility of near-infrared spectroscopy and machine learning for detecting cardiovascular diseases and diabetes mellitus in fingernails.

Cardiovascular diseases (CVDs) and diabetes mellitus (DM) are significant conditions that impact lives around the globe. Frequently employed methods f...

Feb 16 2026 41697761
Predicting camouflage treatment outcomes in skeletal class III malocclusion using machine learning.

This study focused on developing a machine learning (ML) model to forecast the success of camouflage orthodontic treatment in individuals with skeleta...

Feb 16 2026 41699203
Periodontitis Prediction Model Using Linked Electronic Health and Dental Records.

INTRODUCTION: Periodontal disease (PD) is closely linked to systemic health, with established associations with chronic conditions (eg, diabetes, card...

Feb 11 2026 41673528
A Cross-Sectional Study Based on Deep Learning to Explore the Effect of Triglyceride/Glucose Index on Periodontitis: An Analysis Based on the Large NHANES Database.

PURPOSE: Periodontitis is a common chronic inflammatory disease closely associated with metabolic syndrome. The triglyceride-glucose (TyG) index is a ...

Feb 10 2026 41665038
Untargeted Metabolomic and Lipidomic Profiles of Gingival Crevicular Fluid in the Context of Periodontitis.

AIM(S): This cross-sectional clinical study aimed to explore the untargeted metabolomic and lipidomic profiles in gingival crevicular fluid (GCF) obta...

Feb 9 2026 41664514
CBCT assisted diagnosis system for temporomandibular joint disc displacement based on deep learning.

BACKGROUND: The diagnosis of temporomandibular joint (TMJ) disc displacement relies on clinical symptoms and magnetic resonance imaging (MRI), which i...

Feb 9 2026 41661510
Beyond the algorithm potential: orthodontic tooth-extraction decisions in the age of AI.

A COMMENTARY ON: Ziaei, S., Samani, D., Behjati, M. et al. Accuracy of artificial intelligence in orthodontic extraction treatment planning: a systema...

Feb 9 2026 41663674
Prediction of skeletal maturity using machine learning based on multiple biological indicators.

INTRODUCTION: Accurate assessment of skeletal maturity is essential for orthodontic treatment planning and growth modulation. This study aimed to deve...

Feb 6 2026 41653171
Dental Therapeutic Applications of Nanotechnology and Artificial Intelligence (AI).

The integration of nanotechnology and artificial intelligence (AI) in dentistry offers transformative potential for diagnostics, treatment, and preven...

Feb 4 2026 41825995
Artificial Intelligence Applications in Periodontology: Enhancing Diagnosis, Monitoring, and Treatment in Clinical Practice.

While potentially revolutionary, the application of artificial intelligence (AI) in periodontology is in its early stages of development. AI tools hol...

Feb 4 2026 41826007
Complex networks for modeling texture and spectral features of hyperspectral images for environmental analysis.

A complex network method is introduced for high-resolution hyperspectral image analysis and classification. The method is applied to detecting environ...

Feb 2 2026 41633275
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