Research graph
References from Smartphone-Based Deep Learning for Dental Plaque Detection Among Preschool Children. Local targets link to admitted publications; unresolved targets remain external evidence.
Plaque and Dental Caries Risk in Midlife
10.1159/000527255 · 2022 · External reference
Dental plaque biofilm in oral health and disease
2011 · External reference
The association between oral hygiene and periodontitis: a systematic review and meta-analysis
10.1111/idj.12317 · 2017 · External reference
The role of dental plaque biofilm in oral health
2007 · External reference
Expert consensus on early childhood caries management
10.1038/s41368-022-00186-0 · 2022 · External reference
Early preventive dental visits: effects on subsequent utilization and costs
10.1542/peds.2003-0469-f · 2004 · External reference
Detection of dental plaque with disclosing agents in the context of preventive oral hygiene training programs
10.1016/j.heliyon.2019.e02064 · 2019 · External reference
Global prevalence of early childhood dental fear and anxiety: a systematic review and meta-analysis
10.1016/j.jdent.2024.104841 · 2024 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2020 · External reference
Comparison of red autofluorescing plaque and disclosed plaque-a cross-sectional study
10.1007/s00784-016-1761-z · 2016 · External reference
Efficient gingival health screening using biofluorescence of anterior dental biofilms
10.1016/j.pdpdt.2025.104546 · 2025 · External reference
Establishment and evaluation of a 3D quantitative analysis method for dental plaque based on an intraoral scanner technique
2024 · External reference
Level of agreement between plaque detection with clinical assessment and assessment on intraoral scanner
2024 · External reference
A review of advancements of artificial intelligence in dentistry
2024 · External reference
The transformative role of artificial intelligence in dentistry: a comprehensive overview. part 1: fundamentals of AI, and its contemporary applications in dentistry
10.1016/j.identj.2025.02.005 · 2025 · External reference
Assessment of teledentistry in improving access to dental care: a systematic review
10.1111/adj.13045 · 2025 · External reference
Telemedicine and digital tools in dentistry: enhancing diagnosis and remote patient care
10.3390/medicina61050826 · 2025 · External reference
Automated machine learning for image-based detection of dental plaque on permanent teeth
10.3389/fdmed.2024.1507705 · 2024 · External reference
Automatic dental biofilm detection based on deep learning
10.1111/jcpe.13774 · 2023 · External reference
Automatic dental plaque segmentation based on local-to-global features fused self-attention network
10.1109/jbhi.2022.3141773 · 2022 · External reference
Among artificial intelligence/machine learning methods, automated gradient-boosting models accurately score intraoral plaque in non-standardized images
2024 · External reference
Evaluation of dental plaque area with artificial intelligence model
10.4103/njcp.njcp_862_23 · 2024 · External reference
Semantic decomposition network with contrastive and structural constraints for dental plaque segmentation
10.1109/tmi.2022.3221529 · 2023 · External reference
Clinical evaluation of artificial intelligence driven remote monitoring technology for assessment of patient oral hygiene during orthodontic treatment
10.1016/j.ajodo.2023.12.008 · 2024 · External reference
Detection and quantification of dental plaque based on laser-induced autofluorescence intensity ratio values
10.1117/1.jbo.20.4.048001 · 2015 · External reference
Mask R-CNN
10.1109/tpami.2018.2844175 · 2020 · External reference
Mask DINO: towards a unified transformer-based framework for object detection and segmentation
2023 · External reference
Masked-attention mask transformer for universal image segmentation
2022 · External reference
Pointly-supervised instance segmentation
2022 · External reference
Application of Mask R-CNN for automatic recognition of teeth and caries in cone-beam computerized tomography
10.1186/s12903-025-06293-8 · 2025 · External reference
Chapter 22 - tooth segmentation on dental panoramic X-rays using mask R-CNN
2025 · External reference
An improved small target segmentation model based on mask dino
10.3390/app15041832 · 2025 · External reference
DeepPlaq: dental plaque indexing based on deep neural networks
10.1007/s00784-024-05921-x · 2024 · External reference
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
10.1038/s41591-025-03953-8 · 2025 · External reference
Artificial intelligence in dentistry: a concise review of reporting checklists and guidelines
10.1016/j.identj.2025.109322 · 2026 · External reference
Statistical methodology: I. Incorporating the prevalence of disease into the sample size calculation for sensitivity and specificity
10.1111/j.1553-2712.1996.tb03538.x · 1996 · External reference
Effectiveness of glass-ionomer sealant versus fluoride varnish application to prevent occlusal caries among preschool children over 18-24 months - a randomised controlled trial
10.1016/j.jdent.2024.105356 · 2024 · External reference
The transformative role of artificial intelligence in dentistry: a comprehensive overview part 2: the promise and perils, and the international dental federation communique
10.1016/j.identj.2025.02.006 · 2025 · External reference
The simplified oral hygiene index
10.14219/jada.archive.1964.0034 · 1964 · External reference
Fast R-CNN
2015 · External reference
Deep residual learning for image recognition
2016 · External reference
Unresolved reference
2016 · External reference
ImageNet: a large-scale hierarchical image database
2009 · External reference
Mask R-CNN
2017 · External reference
Deep learning-based dental plaque detection on primary teeth: a comparison with clinical assessments
10.1186/s12903-020-01114-6 · 2020 · External reference
Deep-learning-based ai-model for predicting dental plaque in the young permanent teeth of children aged 8-13 years
2025 · External reference
Deep learning in oral hygiene: automated dental plaque detection via YOLO frameworks and quantification using the o'leary index
2025 · External reference
A smart dental health-IoT platform based on intelligent hardware, deep learning, and mobile terminal
10.1109/jbhi.2019.2919916 · 2020 · External reference
Intelligent biofilm detection with ensemble of deep learning networks
10.4317/medoral.26937 · 2025 · External reference
Prevalence of caries patterns in the 21st century preschool children: a systematic review and meta-analysis
2024 · External reference
Reliability of smartphone images to assess plaque score among preschool children: a pilot study
10.22514/jocpd.2024.042 · 2024 · External reference
New portable system for dental plaque measurement using a digital single-lens reflex camera and image analysis: study of reliability and validation
10.4103/0972-124x.152415 · 2015 · External reference
Reliability assessment of a plaque scoring index using photographs
2018 · External reference
Comparison of red autofluorescing plaque and disclosed plaque-a cross-sectional study
10.1007/s00784-016-1761-z · ExternalCitation · doi-reference
DeepPlaq: dental plaque indexing based on deep neural networks
10.1007/s00784-024-05921-x · ExternalCitation · doi-reference
Clinical evaluation of artificial intelligence driven remote monitoring technology for assessment of patient oral hygiene during orthodontic treatment
10.1016/j.ajodo.2023.12.008 · ExternalCitation · doi-reference
Detection of dental plaque with disclosing agents in the context of preventive oral hygiene training programs
10.1016/j.heliyon.2019.e02064 · ExternalCitation · doi-reference
The transformative role of artificial intelligence in dentistry: a comprehensive overview. part 1: fundamentals of AI, and its contemporary applications in dentistry
10.1016/j.identj.2025.02.005 · ExternalCitation · doi-reference
The transformative role of artificial intelligence in dentistry: a comprehensive overview part 2: the promise and perils, and the international dental federation communique
10.1016/j.identj.2025.02.006 · ExternalCitation · doi-reference
Artificial intelligence in dentistry: a concise review of reporting checklists and guidelines
10.1016/j.identj.2025.109322 · ExternalCitation · doi-reference
Global prevalence of early childhood dental fear and anxiety: a systematic review and meta-analysis
10.1016/j.jdent.2024.104841 · ExternalCitation · doi-reference
Effectiveness of glass-ionomer sealant versus fluoride varnish application to prevent occlusal caries among preschool children over 18-24 months - a randomised controlled trial
10.1016/j.jdent.2024.105356 · ExternalCitation · doi-reference
Efficient gingival health screening using biofluorescence of anterior dental biofilms
10.1016/j.pdpdt.2025.104546 · ExternalCitation · doi-reference
Expert consensus on early childhood caries management
10.1038/s41368-022-00186-0 · ExternalCitation · doi-reference
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
10.1038/s41591-025-03953-8 · ExternalCitation · doi-reference
A smart dental health-IoT platform based on intelligent hardware, deep learning, and mobile terminal
10.1109/jbhi.2019.2919916 · ExternalCitation · doi-reference
Automatic dental plaque segmentation based on local-to-global features fused self-attention network
10.1109/jbhi.2022.3141773 · ExternalCitation · doi-reference
Semantic decomposition network with contrastive and structural constraints for dental plaque segmentation
10.1109/tmi.2022.3221529 · ExternalCitation · doi-reference
Mask R-CNN
10.1109/tpami.2018.2844175 · ExternalCitation · doi-reference
Assessment of teledentistry in improving access to dental care: a systematic review
10.1111/adj.13045 · ExternalCitation · doi-reference
The association between oral hygiene and periodontitis: a systematic review and meta-analysis
10.1111/idj.12317 · ExternalCitation · doi-reference
Statistical methodology: I. Incorporating the prevalence of disease into the sample size calculation for sensitivity and specificity
10.1111/j.1553-2712.1996.tb03538.x · ExternalCitation · doi-reference
Automatic dental biofilm detection based on deep learning
10.1111/jcpe.13774 · ExternalCitation · doi-reference
Detection and quantification of dental plaque based on laser-induced autofluorescence intensity ratio values
10.1117/1.jbo.20.4.048001 · ExternalCitation · doi-reference
Plaque and Dental Caries Risk in Midlife
10.1159/000527255 · ExternalCitation · doi-reference
Deep learning-based dental plaque detection on primary teeth: a comparison with clinical assessments
10.1186/s12903-020-01114-6 · ExternalCitation · doi-reference
Application of Mask R-CNN for automatic recognition of teeth and caries in cone-beam computerized tomography
10.1186/s12903-025-06293-8 · ExternalCitation · doi-reference
The simplified oral hygiene index
10.14219/jada.archive.1964.0034 · ExternalCitation · doi-reference
Early preventive dental visits: effects on subsequent utilization and costs
10.1542/peds.2003-0469-f · ExternalCitation · doi-reference
Reliability of smartphone images to assess plaque score among preschool children: a pilot study
10.22514/jocpd.2024.042 · ExternalCitation · doi-reference
Automated machine learning for image-based detection of dental plaque on permanent teeth
10.3389/fdmed.2024.1507705 · ExternalCitation · doi-reference
An improved small target segmentation model based on mask dino
10.3390/app15041832 · ExternalCitation · doi-reference
Telemedicine and digital tools in dentistry: enhancing diagnosis and remote patient care
10.3390/medicina61050826 · ExternalCitation · doi-reference
New portable system for dental plaque measurement using a digital single-lens reflex camera and image analysis: study of reliability and validation
10.4103/0972-124x.152415 · ExternalCitation · doi-reference
Evaluation of dental plaque area with artificial intelligence model
10.4103/njcp.njcp_862_23 · ExternalCitation · doi-reference
Intelligent biofilm detection with ensemble of deep learning networks
10.4317/medoral.26937 · ExternalCitation · doi-reference
