Author

Margaret A. Au

University of Washington

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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 Mark H. EbelliD· 1 shared Matthew James ThompsoniD· 1 shared Meliha YetişgeniD· 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

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

Kari A. Stephens, Margaret A. Au, Meliha Yetişgen, Barry R. Lutz, Monica Zigman Suchsland, Mark H. Ebell, 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.

bioRxiv · Apr 24, 2020 · PreprintBioinformatics