Research graph
References from Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations. Local targets link to admitted publications; unresolved targets remain external evidence.
Periodontitis: microbial dysbiosis, non-resolving inflammation, or both?
10.1111/jre.13424 · External reference
Current understanding of periodontal disease pathogenesis and targets for host-modulation therapy
10.1111/prd.12331 · External reference
Local and systemic mechanisms linking periodontal disease and inflammatory comorbidities
10.1038/s41577-020-00488-6 · External reference
Trends in the global, regional, and national burden of oral conditions from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021
10.1016/s0140-6736(24)02811-3 · External reference
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The role of inflammation and genetics in periodontal disease
10.1111/prd.12297 · External reference
Multifactorial assessment of predictors for prevention of periodontal disease progression
10.1007/s00784-003-0227-2 · External reference
A personalized periodontitis risk based on nonimage electronic dental records by machine learning
10.1016/j.jdent.2024.105469 · External reference
Strengthening the prevention of periodontal disease: the WHO approach
10.1902/jop.2005.76.12.2187 · External reference
Staging and grading of periodontitis: framework and proposal of a new classification and case definition
10.1002/jper.18-0006 · External reference
Clinical documentation of dental care in an era of electronic health record use
10.1016/j.jebdp.2016.07.001 · External reference
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Evaluation of large language model performance in answering clinical questions on periodontal furcation defect management
10.3390/dj13060271 · External reference
Treatment of stage I-III periodontitis-The EFP S3 level clinical practice guideline
10.1111/jcpe.13290 · External reference
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Personalized medicine enters dentistry: what might this mean for clinical practice?
10.14219/jada.archive.2013.0200 · External reference
Twenty-five years of evolution and hurdles in electronic health records and interoperability in medical research: comprehensive review
10.2196/59024 · External reference
More tethered to the EHR: EHR workload trends among academic primary care physicians, 2019-2023
10.1370/afm.3047 · External reference
Artificial intelligence in dentistry: a bibliometric analysis from 2000 to 2023
10.1016/j.jds.2023.10.025 · External reference
Using artificial intelligence in preventive dentistry: a narrative review
10.4103/jdmimsu.jdmimsu_136_22 · External reference
Auxiliary diagnosis of dental calculus based on deep learning and image enhancement by bitewing radiographs
10.3390/bioengineering11070675 · External reference
Automatic deep learning detection of overhanging restorations in bitewing radiographs
10.1093/dmfr/twae036 · External reference
Detection of periodontal bone loss and periodontitis from 2D dental radiographs via machine learning and deep learning: systematic review employing APPRAISE-AI and meta-analysis
10.1093/dmfr/twae070 · External reference
Developing and testing a prediction model for periodontal disease using machine learning and big electronic dental record data
10.3389/frai.2022.979525 · External reference
Large language models in medicine
10.1038/s41591-023-02448-8 · External reference
Large language models in dental licensing examinations: systematic review and meta-analysis
10.1016/j.identj.2024.10.014 · External reference
Utilizing natural language processing and large language models in the diagnosis and prediction of infectious diseases: a systematic review
10.1016/j.ajic.2024.03.016 · External reference
Clinical and surgical applications of large language models: a systematic review
10.3390/jcm13113041 · External reference
Utilizing large language models in breast cancer management: systematic review
10.1007/s00432-024-05678-6 · External reference
Large language models in periodontology: assessing their performance in clinically relevant questions
10.1016/j.prosdent.2024.10.020 · External reference
Development and comparative evaluation of a reinstructed GPT-4o model specialized in periodontology
10.1111/jcpe.14101 · External reference
A pilot study of the performance of Chat GPT and other large language models on a written final year periodontology exam
10.1186/s12909-025-07195-7 · External reference
Benchmarking multimodal large language models on the dental licensing examination: challenges with clinical image interpretation
10.1016/j.jds.2025.03.018 · External reference
A survey of large language models
10.1007/s11704-026-60308-3 · External reference
Chain-of-thought prompting elicits reasoning in large language models
10.52202/068431-1800 · External reference
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Multimodal large language models in health care: applications, challenges, and future outlook
10.2196/59505 · External reference
MM-LLMs: recent advances in multimodal large language models
10.18653/v1/2024.findings-acl.738 · External reference
How well do large language model-based chatbots perform in oral and maxillofacial radiology?
10.1093/dmfr/twae021 · External reference
Diagnostic performance of multimodal large language models in the analysis of oral pathology
10.1111/odi.70009 · External reference
Accuracy of ChatGPT 3.5, 4.0, 4o and Gemini in diagnosing oral potentially malignant lesions based on clinical case reports and image recognition
10.4317/medoral.26824 · External reference
Diagnostic performance of ChatGPT-4o and DeepSeek-3 differential diagnosis of complex oral lesions: a multimodal imaging and case difficulty analysis
10.1111/odi.70007 · External reference
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The TRIPOD-LLM reporting guideline for studies using large language models
10.1038/s41591-024-03425-5 · External reference
Vignette research methodology: an essential tool for quality improvement collaboratives
10.3390/healthcare11010007 · External reference
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Periodontal Screening and Recording (PSR) Index: precursors, utility and limitations in a clinical setting
10.1111/j.1875-595x.2002.tb00595.x · External reference
Bleeding on probing. A predictor for the progression of periodontal disease?
10.1111/j.1600-051x.1986.tb00852.x · External reference
Absence of bleeding on probing. An indicator of periodontal stability
10.1111/j.1600-051x.1990.tb01059.x · External reference
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Uptake of generative AI integrated with electronic health records in US hospitals
10.1001/jamanetworkopen.2025.49463 · External reference
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Artificial intelligence-assisted periapical radiographic assessment: lesion detection, endodontic complication analysis, and review of clinical treatment recommendations
10.1016/j.joen.2026.04.008 · External reference
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Evaluation of the ability of large language models to self-diagnose oral diseases
10.1016/j.isci.2024.111495 · External reference
The diagnostic performance of large language models and general radiologists in thoracic radiology cases: a comparative study
10.1097/rti.0000000000000805 · External reference
Accuracy of latest large language models in answering multiple choice questions in dentistry: a comparative study
10.1371/journal.pone.0317423 · External reference
10.1007/978-3-031-84047-0
10.1007/978-3-031-84047-0 · External reference
Exploration of Likert scale in terms of continuous variable with parametric statistical methods
10.1186/s12874-025-02668-1 · External reference
Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches
10.1136/bmj-2024-080749 · External reference
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