Identifying oral disease variables associated with pneumonia emergence by application of machine learning to integrated medical and dental big data to inform eHealth approaches

Identifying oral disease variables associated with pneumonia emergence by application of machine learning to integrated medical and dental big data to inform eHealth approaches

BackgroundThe objective of this study was to build models that define variables contributing to pneumonia risk by applying supervised Machine Learning (ML) to medical and oral disease data to define key risk variables contributing to pneumonia emergence for any pneumonia/pneumonia subtypes.MethodsRe...

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Bibliographic Details
Main Authors: Neel Shimpi, Ingrid Glurich, Aloksagar Panny, Harshad Hegde, Frank A. Scannapieco, Amit Acharya
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Dental Medicine
Subjects:
data mining
decision support tools
eHealth
health information system (HIS)
electronic health records (EHR)
information storage and retrieval
Online Access:https://www.frontiersin.org/articles/10.3389/fdmed.2022.1005140/full

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https://www.frontiersin.org/articles/10.3389/fdmed.2022.1005140/full

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