[PDF][PDF] PATE-GAN: Generating synthetic data with differential privacy guarantees
Machine learning has the potential to assist many communities in using the large datasets
that are becoming more and more available. Unfortunately, much of that potential is not …
that are becoming more and more available. Unfortunately, much of that potential is not …
Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record
J Walonoski, M Kramer, J Nichols… - Journal of the …, 2018 - academic.oup.com
Objective Our objective is to create a source of synthetic electronic health records that is
readily available; suited to industrial, innovation, research, and educational uses; and free of …
readily available; suited to industrial, innovation, research, and educational uses; and free of …
Ethical Issues in Secondary Use of Personal Health Information
T Gallagher, K Dube… - IEEE Technology Policy …, 2018 - ieeexplore.ieee.org
The accessibility of personal health information (PHI) will increase on the Internet of the
future to provide timely support for both primary and secondary uses. Although PHI for …
future to provide timely support for both primary and secondary uses. Although PHI for …