The Problem of Fairness in Synthetic Healthcare Data

The Problem of Fairness in Synthetic Healthcare Data

Access to healthcare data such as electronic health records (EHR) is often restricted by laws established to protect patient privacy. These restrictions hinder the reproducibility of existing results based on private healthcare data and also limit new research. Synthetically-generated healthcare dat...

Full description

Bibliographic Details
Main Authors: Karan Bhanot, Miao Qi, John S. Erickson, Isabelle Guyon, Kristin P. Bennett
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Entropy
Subjects:
synthetic data
healthcare
fairness
covariate
temporal
time-series
Online Access:https://www.mdpi.com/1099-4300/23/9/1165

Similar Items

Similar Items