Dental Health

Investigating the mechanism of berberine in inhibiting periodontitis progression using machine learning, molecular docking, and experimental validation.

BACKGROUND: Periodontitis is a chronic inflammatory disease characterized by the destruction of peri...

AI-driven gingival segmentation on CBCT: Validation using delineation by intraoral scanning and CBCT-based cotton roll separation.

OBJECTIVES: To validate a novel AI approach for automated gingival segmentation directly from cone b...

Impact of image processing techniques on deep learning-based classification accuracy of cervical vertebral maturation.

OBJECTIVES: This research aimed to investigate how different image processing techniques influence t...

The development of an image processing model to estimate tooth width and space requirements.

OBJECTIVES: The advent of machine and deep learning has raised the possibility of increased efficien...

Exosome-related lactylation gene signature defines diagnostic biomarkers of periodontitis through integrative bulk and single-cell transcriptomics.

BACKGROUND: Exosomes and lactylation modification have been increasingly recognized as key regulator...

Delayed Dental Development in Children With Non-Syndromic Hypodontia: A Cross-Sectional Study Using a Machine Learning Approach to Dental Age Estimation.

OBJECTIVES: To investigate the influence of non-syndromic hypodontia on radiographic dental developm...

Machine Learning-Based Prediction Model for Alveolar Bone Defect Risk Following Orthodontic Treatment.

OBJECTIVES: Alveolar bone defects, such as fenestration and dehiscence, induced by orthodontic treat...

Sociodemographic Predictors of Child-Parent Agreement on Oral Health.

BACKGROUND: Oral health is vital for children's overall well-being. Parents play a critical role in ...

Development of a deep learning classification model using a codeless platform for orthodontic extraction decision-making: Impact of image type on model performance.

OBJECTIVES: To evaluate the effect of image type on the performance of a deep learning classificatio...

Multi-view deep learning for mandibular landmark localization.

OBJECTIVES: Accurate localization of anatomical landmarks on the mandible is crucial for maxillofaci...

Chatbot content analysis of patient information on orthodontic tooth extractions.

INTRODUCTION: This study aims to evaluate the quality, accuracy, readability, and understandability ...

A semi-automated assessment tool for craniofacial landmarks in CBCT: InVivo7 software.

OBJECTIVES: This study describes and evaluates the functionality of the InVivo7 3D imaging software ...

Self-reported periodontitis: A multiethnic community-based validation study.

OBJECTIVE: Self-reported periodontal measures offer a practical alternative to clinical examinations...

Deep learning-based tooth segmentation for enhanced visualization of dental anomalies and pathologies.

BACKGROUND: This study aimed to developed and validated a deep-learning method for instance-level to...

Accuracy of Cephalometric Analysis in Cleft Lip and Palate: Comparison of Manual, Artificial Intelligence-Based, and Examiner-Corrected Artificial Intelligence Approaches.

ObjectiveTo evaluate the accuracy of the artificial intelligence (AI)-powered orthodontic imaging sy...

Prediction of unerupted canine and premolars width using artificial intelligence compared with Tanaka-Johnston and Moyers methods: A retrospective observational analytical study on Iranian population.

INTRODUCTION: Accurate prediction of unerupted teeth widths significantly contributes to formulating...

Machine Learning-Based Transcriptomic Diagnosis of Periodontitis.

BACKGROUND: Periodontitis, a prevalent chronic inflammatory disease, remains a global health challen...

Corrigendum to 'Decoding Epigenetic Enhancer-Promoter Interactions in Periodontitis via Transformer-GAN: A Deep Learning Framework for Inflammatory Gene Regulation and Biomarker Discovery' [International Dental Journal Volume 75, Issue 6, December 2025, 103879].

Graph-Contrastive Convolutional Neural Network for Extracting and Classifying Peptide-Based Periodontal Immunomodulatory and Anti-Inflammatory Signatures.

INTRODUCTION: Periodontitis is a chronic inflammatory disease that occurs when the body's immune sys...

Transcription Accuracy of Automatic Speech Recognition for Orthodontic Clinical Records.

Accurate clinical records are fundamental to dental practice. Automatic speech recognition (ASR) has...

Single-Cell and Machine Learning Analysis Reveal Novel Inflammatory Macrophage Subtypes and Biomarkers in Periodontitis.

BACKGROUND: Periodontitis (PD) is a chronic inflammatory disease marked by immune dysregulation and ...