Author

James Brian Byrd

University of MichiganORCID 0000-0002-0509-3520Unclaimed 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 Ran LeeiD· 1 shared Sanjeev P. BhavnaniiD· 1 shared Zhiwei Steven WuiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

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

Privacy-preserving generative deep neural networks support clinical data sharing

Brett K. Beaulieu‐Jones, Zhiwei Steven Wu, Chris Williams, Ran Lee, Sanjeev P. Bhavnani, James Brian Byrd, 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.

Circulation Cardiovascular Quality and Outcomes · Jul 1, 2019Peer-reviewedBioinformatics