Construction of artificial neural network diagnostic model and analysis of immune infiltration for periodontitis

Construction of artificial neural network diagnostic model and analysis of immune infiltration for periodontitis

Background: Periodontitis is a chronic inflammatory disease leading to tooth loss in severe cases, and early diagnosis is essential for periodontitis prevention. This study aimed to construct a diagnostic model for periodontitis using a random forest algorithm and an artificial neural network (ANN)....

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Bibliographic Details
Main Authors: Junwei Xiang, Wenkai Huang, Yaodong He, Yunshan Li, Yuanyin Wang, Ran Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Genetics
Subjects:
periodontitis
neural networks
machine learning
gene expression
biomarkers
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.1041524/full

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https://www.frontiersin.org/articles/10.3389/fgene.2022.1041524/full

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