Author

Meliha Yetişgen

University of WashingtonORCID 0000-0001-9919-9811Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Barry R. LutziD· 1 shared Kari A. StephensiD· 1 shared Margaret A. Au· 1 shared Mark H. EbelliD· 1 shared Matthew James ThompsoniD· 1 shared Monica Zigman SuchslandiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Barry R. LutzORCID

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1 paper

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

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