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Imputation and characterization of uncoded self-harm in major mental illness using machine learning.

Praveen Kumar | Anastasiya Nestsiarovich | Stuart J Nelson | Berit Kerner | Douglas J Perkins | Christophe G Lambert
Journal of the American Medical Informatics Association : JAMIA | 2020

We aimed to impute uncoded self-harm in administrative claims data of individuals with major mental illness (MMI), characterize self-harm incidence, and identify factors associated with coding bias.

Pubmed ID: 31651956

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Associated grants

  • Agency: NCATS NIH HHS, United States
    Id: UL1 TR001449

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RxNorm (tool)

RRID:SCR_006645

Ontology that provides a normalized naming system for generic and branded drugs and a tool for supporting semantic interoperation between drug terminologies and pharmacy knowledge base systems. It contains the names of prescription and many over-the-counter drugs available in the United States and links its names to many of the drug vocabularies commonly used in pharmacy management and drug interaction software. It can mediate messages between systems not using the same software and vocabulary. * RxNorm Download Files - contain data consistent with the 2013AB UMLS Metathesaurus Release Files. * RxNorm API - web service for accessing the current RxNorm data set. * RxNorm Browser (RxNav) - a browser for several drug information sources, including RxNorm, RxTerms and National Drug File - Reference Terminology (NDF-RT) . * Current Prescribable Content - subset of currently prescribable drugs found in RxNorm. * RxTerms Drug Interface Terminology - a drug interface terminology derived from RxNorm for prescription writing or medication history recording

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