Author

Matthew James Thompson

University of WashingtonORCID 0000-0002-4331-3758Unclaimed 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 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