Predicting Treatment Nonresponse in Hispanic/Latino Children Receiving Silver Diamine Fluoride for Caries Arrest: A Pilot Study Using Machine Learning

Predicting Treatment Nonresponse in Hispanic/Latino Children Receiving Silver Diamine Fluoride for Caries Arrest: A Pilot Study Using Machine Learning

Objectives: Silver diamine fluoride (SDF) is a nonsurgical therapy for the arrest and prevention of dental caries with demonstrated clinical efficacy. Approximately 20% of children receiving SDF fail to respond to treatment. The objective of this study was to develop a predictive model of treatment...

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Bibliographic Details
Main Authors: Ryan Richard Ruff, Bidisha Paul, Maria A. Sierra, Fangxi Xu, Xin Li, Yasmi O. Crystal, Deepak Saxena
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Oral Health
Subjects:
silver diamine fluoride
dental caries-most common childhood diseases
machine learning
treatment nonresponse
microbiome
Online Access:https://www.frontiersin.org/articles/10.3389/froh.2021.695759/full

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https://www.frontiersin.org/articles/10.3389/froh.2021.695759/full

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