Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications
Reference80 articles.
1. Evaluating identity disclosure risk in fully synthetic health data: Model development and validation;El Emam;J. Med. Internet Res.,2020
2. The health insurance portability and accountability act of 1996 (HIPAA) privacy rule: Implications for clinical research;Nosowsky;Annu. Rev. Med.,2006
3. Privacy and the use of health data for research;O’Keefe;Med. J. Aust.,2010
4. Remove obstacles to sharing health data with researchers outside of the European Union;Bentzen;Nat. Med.,2021
5. A systematic review of the cost of data collection for performance monitoring in hospitals;Jones;Syst. Rev.,2015
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