JOURNAL ARTICLE
Differentially private synthetic medical data generation using convolutional GANs
Amirsina TorfiEdward A. FoxChandan K. Reddy
Year: 2021 Journal: Information Sciences Vol: 586 Pages: 485-500 Publisher: Elsevier BV
Keywords:
Computer science Synthetic data Artificial intelligence Information retrieval
Metrics
123
Cited By
12.42
FWCI (Field Weighted Citation Impact)
85
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Privacy-Preserving Technologies in Data
Physical Sciences → Computer Science → Artificial Intelligence
Machine Learning in Healthcare
Physical Sciences → Computer Science → Artificial Intelligence
Generative Adversarial Networks and Image Synthesis
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Related Documents
JOURNAL ARTICLE
Differentially Private Synthetic Data Generation Using Context-Aware GANs
Year: 2024 Pages: 6289-6297
JOURNAL ARTICLE
Differentially private GANs for generating synthetic indoor location data
Vahideh MoghtadaieeMina AlishahiMilad Rabiei
Journal: International Journal of Information Security Year: 2025 Vol: 24 (3)
BOOK-CHAPTER
TraVaG: Differentially Private Trace Variant Generation Using GANs
Majid RafieiFrederik WangelikMahsa PourbafraniWil M. P. van der Aalst
Lecture notes in business information processing Year: 2023 Pages: 415-431
JOURNAL ARTICLE
Synthetic and Private Smart Health Care Data Generation using GANs
Sana ImtiazMuhammad ArsalanVladimir VlassovRamin Sadre
Year: 2021 Pages: 1-7
JOURNAL ARTICLE
Online Differentially Private Synthetic Data Generation
Yiyun HeRoman VershyninYizhe Zhu
Journal: IEEE Transactions on Privacy Year: 2024 Vol: 1 Pages: 19-30