Author

Ran Lee

University of MichiganORCID 0000-0001-9869-1839Unclaimed 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 Approach:deep learning· 1

Frequent Co-Authors

Brett K. Beaulieu‐JonesiD· 1 shared Casey S. GreeneiD· 1 shared Chris Williams· 1 shared James Brian ByrdiD· 1 shared Sanjeev P. BhavnaniiD· 1 shared Zhiwei Steven WuiD· 1 shared

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2019-2019 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Brett K. Beaulieu‐JonesORCID

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1 paper

Recent·Most cited

BioinformaticsCirculation Cardiovascular Quality and OutcomesPeer-reviewedJul 1, 2019

Privacy-preserving generative deep neural networks support clinical data sharing

Brett K. Beaulieu‐Jones, Zhiwei Steven Wu, Chris Williams…·Casey S. Greene

The paper generates synthetic clinical data using deep neural networks with differential privacy to enable privacy-preserving data sharing for secondary analyses.

395 citationstop 1%

deep learningbenchmarking