Primary Care

Dental Health

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

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Sorptive equilibrium profile of fluoride onto aluminum olivine [(FeMg)SiO] composite (AOC): Physicochemical insights and isotherm modeling by non-linear least squares regression and a novel neural-network-based method.

A novel aluminum/olivine composite (AOC) was prepared by wet impregnation followed by calcination and was introduced as an efficient adsorbent for defluoridation. The adsorption of fluoride was modeled with one-, two- and three-parameter isotherm equations by non-linear regression to demonstrate the adsorption equilibrium. The FI was the best-fitted model among the two-parameter isotherms with a R...

Jun 5 2018 29869925

3D Tooth Segmentation and Labeling Using Deep Convolutional Neural Networks.

In this paper, we present a novel approach for 3D dental model segmentation via deep Convolutional Neural Networks (CNNs). Traditional geometry-based methods tend to receive undesirable results due to the complex appearance of human teeth (e.g., missing/rotten teeth, feature-less regions, crowding teeth, extra medical attachments, etc.). Furthermore, labeling of individual tooth is hardly enabled ...

May 22 2018 29994311
Pharmacokinetics of Iodine and Fluoride following Application of an Anticaries Varnish in Adults.

Researchers have suggested that combining topical fluoride with an antiseptic to reduce cariogenic bacteria may be more effective than fluoride applic...

Apr 25 2018 30938600
Fluoride Concentration of Water Supply in Eastern Saudi Arabia: A Preliminary Study.

BACKGROUND: Community water fluoridation is known to play a significant role in enhancing oral health by reducing the incidence of dental caries. Howe...

Apr 16 2018 30787825
Correlation Between Metabolic Syndrome, Periodontitis and Reactive Oxygen Species Production. A Pilot Study.

BACKGROUND AND OBJECTIVE: Metabolic syndrome (MetS) is associated with an increased risk of periodontitis even if the mechanism is unknown. Since both...

Dec 12 2017 29290840
Support vector machine-based differentiation between aggressive and chronic periodontitis using microbial profiles.

BACKGROUND: The existence of specific microbial profiles for different periodontal conditions is still a matter of debate. The aim of this study was t...

Aug 2 2017 28771699
Synergistic effects of proanthocyanidin, tri-calcium phosphate and fluoride on artificial root caries and dentine collagen.

BACKGROUND: Proanthocyanidin has been shown to enhance dentine collagen stability and remineralization of artificial root caries.

Nov 22 2016 28183611
Artificial intelligence expert systems with neural network machine learning may assist decision-making for extractions in orthodontic treatment planning.

ARTICLE TITLE AND BIBLIOGRAPHIC INFORMATION: New approach for the diagnosis of extractions with neural network machine learning. Seok-Ki Jung and Tae-...

Jul 18 2016 27855838
Development of a Microforce Sensor and Its Array Platform for Robotic Cell Microinjection Force Measurement.

Robot-assisted cell microinjection, which is precise and can enable a high throughput, is attracting interest from researchers. Conventional probe-typ...

Apr 6 2016 27058545
Fibrinogen Degradation Products and Periodontitis: Deciphering the Connection.

INTRODUCTION: Fibrinogen degradation products (e.g. D-dimer) arise from digested fibrin clots and fibrinogen. Elevated concentrations accompany activa...

Dec 1 2015 26816985
Co-operative effect of exogenous dextranase and sodium fluoride on multispecies biofilms.

BACKGROUND/PURPOSE: The co-operative effect of exogenous dextranase (Dex) and sodium fluoride (NaF) on monospecies biofilms is impressive. Here we in...

Nov 21 2015 30894944
Learning with Recurrence Geometric AI in Spatial Transcriptomics

Cross-domain analysis of spatial transcriptomics is challenging because tissues from different organs, diseases and experimental platforms exhibit dis...

Beyond the Red Complex: De Novo Marker Discovery Uncovers Novel Periodontitis-Associated Taxa and Enables Non-Invasive Machine Learning Diagnosis

Background: Periodontitis affects over 1 billion people worldwide, yet diagnosis relies on clinical measures that capture tissue destruction rather th...

3D Geometric Tooth Alignment Planning via Deep Reinforcement Learning

3D geometric tooth alignment planning, which determines sequential trajectories from initial malocclusion to the final target alignment, is a cornerst...

Jul 16 2026 2607.14544v1
Deep Spectral Models for Robust Dental Shape Generation

Accurate modeling of dental crown morphology is fundamental for diagnosis, orthodontic planning, and computer-aided restoration design. However, datas...

Jun 30 2026 2606.31293v1
Accuracy and Consistency of Frontier LLMs on Orthodontic Diagnostic Tasks: A Repeated-Trial Comparison

Importance. Large language models are increasingly explored as clinical decision support tools in orthodontics, yet existing evaluations have been con...

Machine Learning-Driven Multiplexed Biomarker Detection with Polymer-Enhanced Electrochemical Sensors

Biomarkers in sweat and saliva offer a promising avenue for non-invasive health monitoring. Electrochemical sensors have the potential to measure such...

Severe Periodontitis Biomarker Identification by Deep Salivary Proteome Profiling with Astral DIA Mass Spectrometry

Aim: To comprehensively characterize the salivary proteome in periodontitis using Orbitrap Astral data-independent acquisition mass spectrometry (DIA-...

Progressive Deep Learning for Automated Spheno-Occipital Synchondrosis Maturation Assessment

Accurate assessment of spheno-occipital synchondrosis (SOS) maturation is a key indicator of craniofacial growth and a critical determinant for orthod...

Apr 13 2026 2604.10945v1
Deciphering Environmental Health Factors Behind Unknown Etiology of Chronic Kidney Disease in South Asia: Plans for Epidemiologic Study

Chronic kidney disease of unknown etiology (CKDu) has emerged as an important public health challenge, particularly in agricultural communities across...

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