Privacy-Preserving Synthetic Medical Data Generation with Deep Learning

Deep learning models demonstrated good performance in various domains such as ComputerVision and Natural Language Processing. However, the utilization of data-driven methods in healthcare raises privacy concerns, which creates limitations for collaborative research. A remedy to this problem is to ge...

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Bibliographic Details
Main Author: Torfi, Amirsina
Other Authors: Computer Science
Format: Others
Published: Virginia Tech 2020
Subjects:
Online Access:http://hdl.handle.net/10919/99856