Early detection of Parkinson’s disease through enriching the electronic health record using a biomedical knowledge graph

Early detection of Parkinson’s disease through enriching the electronic health record using a biomedical knowledge graph

IntroductionEarly diagnosis of Parkinson’s disease (PD) is important to identify treatments to slow neurodegeneration. People who develop PD often have symptoms before the disease manifests and may be coded as diagnoses in the electronic health record (EHR).MethodsTo predict PD diagnosis, we embedde...

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Bibliographic Details
Main Authors: Karthik Soman, Charlotte A. Nelson, Gabriel Cerono, Samuel M. Goldman, Sergio E. Baranzini, Ethan G. Brown
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Medicine
Subjects:
Parkinson disease
neurodegenerative disorder
electronic health record
knowledge graph
graph algorithm
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1081087/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1081087/full

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