AIMC Topic: Periodontitis
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[Artificial intelligence-based multimodal fusion diagnosis: advances in precision diagnosis of periodontitis].
Zhonghua kou qiang yi xue za zhi = Zhonghua kouqiang yixue zazhi = Chinese journal of stomatology
May 9, 2025
Periodontitis is a globally prevalent inflammatory oral disease, affecting approximately 50% of the population worldwide and imposing a substantial burden on patients' health and quality of life. Early and accurate diagnosis is critical for preventin...
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.
Dento maxillo facial radiology
Feb 1, 2025
OBJECTIVES: Periodontitis is a serious periodontal infection that damages the soft tissues and bone around teeth and is linked to systemic conditions. Accurate diagnosis and staging, complemented by radiographic evaluation, are vital. This systematic...
Periodontitis diagnosis: A review of current and future trends in artificial intelligence.
Technology and health care : official journal of the European Society for Engineering and Medicine
Jan 1, 2025
BACKGROUND: Artificial intelligence (AI) acts as the state-of-the-art in periodontitis diagnosis in dentistry. Current diagnostic challenges include errors due to a lack of experienced dentists, limited time for radiograph analysis, and mandatory rep...
Role of fatty acid metabolism-related genes in periodontitis based on machine learning and bioinformatics analysis.
Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology
Dec 1, 2024
OBJECTIVES: This study aims to investigate the role of genes related to fatty acid metabolism in periodontitis through machine learning and bioinformatics methods.
Association between serum Galectin-3 and periodontitis in patients with type 2 diabetes mellitus.
Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology
Dec 1, 2023
OBJECTIVES: This study aims to investigate the correlation between serum Galectin-3 levels and the risk of periodontitis in patients with type 2 diabetes mellitus (T2DM).
Development of a periodontitis risk assessment model for primary care providers in an interdisciplinary setting.
Technology and health care : official journal of the European Society for Engineering and Medicine
Jan 1, 2020
BACKGROUND: Periodontitis (PD), a form of gum disease, is a major public health concern as it is globally prevalent and harms both individual quality of life and economic productivity. Global cost in lost productivity is estimated at US$54 billion an...
Sex Factors
Body Weights and Measures
Retrospective Studies
Oral Hygiene
Female
Blood Pressure
Decision Support Systems, Clinical
Lipids
Aged, 80 and over
Bayes Theorem
Logistic Models
Periodontitis
Young Adult
Support Vector Machine
Neural Networks, Computer
Aged
Middle Aged
Humans
Comorbidity
Age Factors
Adult
Artificial Intelligence
Socioeconomic Factors
Primary Health Care
Male
Exploring Genome-Wide Expression Profiles Using Machine Learning Techniques.
Methods in molecular biology (Clifton, N.J.)
Jan 1, 2017
Although contemporary high-throughput -omics methods produce high-dimensional data, the resulting wealth of information is difficult to assess using traditional statistical procedures. Machine learning methods facilitate the detection of additional p...
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