Author

Douglas E. Lake

University of VirginiaORCID 0000-0001-6259-4850Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Joseph Randall MoormaniD· 2 shared Justin C. NiestroyiD· 2 shared Karen D. FairchildiD· 2 shared Maxwell Adam LevinsoniD· 2 shared Sadnan Al ManiriD· 2 shared Timothy ClarkiD· 1 shared Timothy W. Clark· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 20 mutual co-author links

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2 shared papersBioinformatics

Joseph Randall MoormanORCID

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2 papers

Recent·Most cited

Bioinformaticsnpj Digital MedicinePeer-reviewedJan 17, 2022

Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis

Justin C. Niestroy, Joseph Randall Moorman, Maxwell Adam Levinson…·Douglas E. Lake

The paper uses time-series analysis on NICU vital signs to identify features predicting all-cause mortality within 7 days, finding five algorithms that outperform others with an AUC of 0.83.

20 citations

humanimaging

𝕏 PostBluesky

BioinformaticsNeuroinformaticsPeer-reviewedJul 15, 2021

FAIRSCAPE: A Framework for FAIR and Reproducible Biomedical Analytics

Maxwell Adam Levinson, Justin C. Niestroy, Sadnan Al Manir…·Timothy Clark

FAIRSCAPE provides a framework for creating FAIR and reproducible biomedical analytics by generating machine-interpretable provenance metadata for computational results.

10 citations

statistical modelbenchmarking

𝕏 PostBluesky