AIMC Topic: Periodontitis

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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...
Neural Networks, Computer Artificial Intelligence Periodontitis Humans Radiography, Panoramic Machine Learning Deep Learning
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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.
Fatty Acid-Binding Proteins Computational Biology Machine Learning Periodontitis Algorithms Chemokine CXCL12 Humans Fatty Acids
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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).
Humans Galectin 3 Diabetes Mellitus, Type 2 Glycated Hemoglobin Periodontitis
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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...
Periodontitis Blood Pressure Age Factors Lipids Body Weights and Measures Oral Hygiene Bayes Theorem Sex Factors Humans Decision Support Systems, Clinical Neural Networks, Computer Logistic Models Socioeconomic Factors Comorbidity Aged, 80 and over Support Vector Machine Primary Health Care Young Adult Middle Aged Adult Female Artificial Intelligence Male Aged Retrospective Studies
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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...
Periodontal Diseases Gene Expression Regulation Cluster Analysis Periodontitis Algorithms Computational Biology Phenotype Software Genome-Wide Association Study Humans Genomics Gene Expression Profiling Machine Learning Transcriptome
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