Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.

Abstract

Authors

• Brett K Beaulieu-Jones
  Graduate Group in Genomics and Computational Biology, Perelman School of Medicine, University of Pennsylvania, United States; Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, United States. Electronic address: brettbe@med.upenn.edu.
• Zhiwei Steven Wu
  Computer Science and Electrical Engineering Department, University of Minnesota, Minneapolis (Z.S.W.).
• Chris Williams
  Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia. (C.W., C.S.G.).
• Ran Lee
  Division of Cardiovascular Medicine, Department of Medicine, University of Michigan Medical School, Ann Arbor (R.L., J.B.B.).
• Sanjeev P Bhavnani
  Scripps Clinic and Research Foundation, San Diego, CA (S.P.B.).
• James Brian Byrd
  Division of Cardiovascular Medicine, Department of Medicine, University of Michigan Medical School, Ann Arbor (R.L., J.B.B.).
• Casey S Greene
  Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, United States; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, United States; Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Perelman School of Medicine, University of Pennsylvania, United States. Electronic address: csgreene@upenn.edu.

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External Resources