Author

Kari A. Stephens

University of WashingtonORCID 0000-0002-2520-5526Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1

Frequent Co-Authors

Adam B WilcoxiD· 1 shared Barry R. LutziD· 1 shared Bas de Veer· 1 shared Bethene D Britt· 1 shared Clifford H SpitaliD· 1 shared Elizabeth ZampinoiD· 1 shared Jason M Morrison· 1 shared Margaret A. Au· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Adam B WilcoxORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 24, 2020

Leveraging UMLS-driven NLP to enhance identification of influenza predictors derived from electronic medical record data

Kari A. Stephens, Margaret A. Au, Meliha Yetişgen…·Matthew James Thompson

This study uses UMLS-driven NLP on EHR data to identify influenza predictors, finding that complex models with NLP-enhanced data outperform simpler models.

7 citations

electronic health recordsstatistical model

𝕏 PostBluesky

BioinformaticsJournal of the American Medical Informatics AssociationPeer-reviewedAug 28, 2019

Leaf -- An open-source, model-agnostic, data-driven web application for cohort discovery and translational biomedical research

Nicholas J Dobbins, Clifford H Spital, Robert A. Black…·Sean David Mooney

Leaf is a web application that enables querying and extracting clinical data from multiple sources without requiring specialized informatics expertise.

52 citationstop 3%

electronic health recordsstatistical model

𝕏 PostBluesky