Prediction of Chronic Periodontitis Severity Using Machine Learning Models Based On Salivary Bacterial Copy Number

Prediction of Chronic Periodontitis Severity Using Machine Learning Models Based On Salivary Bacterial Copy Number

Periodontitis is a widespread chronic inflammatory disease caused by interactions between periodontal bacteria and homeostasis in the host. We aimed to investigate the performance and reliability of machine learning models in predicting the severity of chronic periodontitis. Mouthwash samples from 6...

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Bibliographic Details
Main Authors: Eun-Hye Kim, Seunghoon Kim, Hyun-Joo Kim, Hyoung-oh Jeong, Jaewoong Lee, Jinho Jang, Ji-Young Joo, Yerang Shin, Jihoon Kang, Ae Kyung Park, Ju-Youn Lee, Semin Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Cellular and Infection Microbiology
Subjects:
chronic periodontitis
multiplex qPCR
machine learning
severity prediction
salivary bacterial copy number
slight periodontitis
Online Access:https://www.frontiersin.org/articles/10.3389/fcimb.2020.571515/full

Internet

https://www.frontiersin.org/articles/10.3389/fcimb.2020.571515/full

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