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Dental Health

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

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Evaluation of the potential value of artificial intelligence (AI) in public health using fluoride intake as the example.

AIM: We aimed to test whether and how ChatGPT understood the epidemiological problems related to fluoride intake and whether ChatGPT could produce novel and feasible hypotheses to tackle the challenges in the research for the disorders caused by a deficient or excessive fluoride intake.

Feb 4 2025 39908867

Integrating machine learning for treatment decisions in anterior open bite orthodontic cases: A retrospective study.

INTRODUCTION: This article explores the integration of machine learning (ML) algorithms to aid in treatment planning and extraction decisions for anterior open bite cases, leveraging demographic, clinical, and radiographic data to predict treatment outcomes and informed decision-making.

Jan 31 2025 39893152
Robot-Assisted Endodontic Retreatment: A Case Report with Clinical Considerations.

Fiber posts present significant challenges for nonsurgical endodontic retreatment, as improper removal may result in iatrogenic root perforation or ev...

Jan 27 2025 39880188
Research of orthodontic soft tissue profile prediction based on conditional generative adversarial networks.

OBJECTIVE: This study constructed a new conditional generative adversarial network (CGAN) model to predict changes in lateral appearance following ort...

Jan 24 2025 39864612
Clinically oriented automatic three-dimensional enamel segmentation via deep learning.

BACKGROUND: Establishing accurate, reliable, and convenient methods for enamel segmentation and analysis is crucial for effectively planning endodonti...

Jan 24 2025 39856656
Artificial intelligence-powered innovations in periodontal diagnosis: a new era in dental healthcare.

BACKGROUND: The aging population is increasingly affected by periodontal disease, a condition often overlooked due to its asymptomatic nature. Despite...

Jan 10 2025 39866670
Unveiling the role of artificial intelligence applied to clear aligner therapy: A scoping review.

OBJECTIVES: To conduct a scoping review on the application of artificial intelligence (AI) in clear aligner therapy and to assess the extent of AI int...

Jan 9 2025 39793752
Abductive multi-instance multi-label learning for periodontal disease classification with prior domain knowledge.

Machine learning is widely used in dentistry nowadays, offering efficient solutions for diagnosing dental diseases, such as periodontitis and gingivit...

Jan 7 2025 39826436
Prediction of ECG signals from ballistocardiography using deep learning for the unconstrained measurement of heartbeat intervals.

We developed a deep learning-based extraction of electrocardiographic (ECG) waves from ballistocardiographic (BCG) signals and explored their use in R...

Jan 6 2025 39762351
Advanced AI-assisted panoramic radiograph analysis for periodontal prognostication and alveolar bone loss detection.

BACKGROUND: Periodontitis is a chronic inflammatory disease affecting the gingival tissues and supporting structures of the teeth, often leading to to...

Jan 6 2025 39917716
Assessment of Craniofacial Growth Pattern Relative to Respiratory Mandibular Movement and Sleep Characteristics: A Pilot Study.

OBJECTIVES:  The primary objective was to evaluate the influence of sagittal skeletal pattern on mandibular movement (MM) during sleep in growing orth...

Dec 30 2024 39750511
Single-Cell and Transcriptome Analysis of Periodontitis: Molecular Subtypes and Biomarkers Linked to Mitochondrial Dysfunction and Immunity.

BACKGROUND: Periodontitis represents an inflammatory disease with multiple contributing factors, affecting both oral and systemic health. The mechanis...

Dec 27 2024 39741754
Geochemical evolution, geostatistical mapping and machine learning predictive modeling of groundwater fluoride: a case study of western Balochistan, Quetta.

Around 2.6 billion people are at risk of tooth carries and fluorosis worldwide. Quetta is the worst affected district in Balochistan plateau. Endemic ...

Dec 24 2024 39718637
Analysis of the basement membrane-related genes ITGA7 and its regulatory role in periodontitis via machine learning: a retrospective study.

BACKGROUND: Periodontitis is among the most prevalent inflammatory conditions and greatly impacts oral health. This study aimed to elucidate the role ...

Dec 24 2024 39719569
Recent advances in groundwater pollution research using machine learning from 2000 to 2023: A bibliometric analysis.

Groundwater pollution has become a global challenge, posing significant threats to human health and ecological environments. Machine learning, with it...

Dec 20 2024 39710236
Biofilm architecture and dynamics of the oral ecosystem.

The oral cavity, being a nutritionally enriched environment, has been proven to be an ideal habitat for biofilm development. Various microenvironments...

Dec 19 2024 39844868
Antimicrobial activity of L. Pers against periodontal pathogen: .

BACKGROUND: is widely recognised as a periodontal pathogen. In recent years, there has been growing interest in the use of medicinal plant extracts a...

Dec 18 2024 39713137
Machine Learning and Mendelian Randomization Reveal Molecular Mechanisms and Causal Relationships of Immune-Related Biomarkers in Periodontitis.

This study aimed to investigate the molecular mechanisms of periodontitis and identify key immune-related biomarkers using machine learning and Mendel...

Dec 16 2024 39717623
Exploring the risk factors and clustering patterns of periodontitis in patients with different subtypes of diabetes through machine learning and cluster analysis.

AIM: To analyse the risk factors contributing to the prevalence of periodontitis among clusters of patients with diabetes and to examine the clusterin...

Dec 3 2024 39632553
Oral Microbe Community and Pyramid Scene Parsing Network-based Periodontitis Risk Prediction.

BACKGROUND: Periodontitis (PD) is a common chronic inflammatory disease affecting the gums and supporting tooth structures. It is often diagnosed only...

Nov 28 2024 39613556
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