Simulants: Synthetic Clinical Trial Data via Subject-Level Privacy-Preserving Synthesis

• Published in: AMIA ... Annual Symposium proceedings Vol. 2022; p. 231
• Main Authors: Beigi, Mandis, Shafquat, Afrah, Mezey, Jason, Aptekar, Jacob
• Format: Journal Article
• Language: English
• Published: United States 2022
• Subjects: Confidentiality; Data Accuracy; Humans; Information Dissemination - methods; Privacy

Clinical trials capture high-quality data for millions of patients each year, yet these data are largely unavailable for research beyond the scope of any individual trial due to a combination of regulatory, intellectual property, and patient privacy barriers. Synthetic clinical trial data that captu...