A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
This paper presents the results of a novel scoping review on the practical models for
generating three different types of synthetic health records (SHRs): medical text, time series …
generating three different types of synthetic health records (SHRs): medical text, time series …
Can We Trust Synthetic Data in Medicine? A Scoping Review of Privacy and Utility Metrics
B Kaabachi, J Despraz, T Meurers, K Otte, M Halilovic… - medRxiv, 2023 - medrxiv.org
Introduction: Sharing and re-using health-related data beyond the scope of its initial
collection is essential for accelerating research, developing robust and trustworthy machine …
collection is essential for accelerating research, developing robust and trustworthy machine …
A Novel Taxonomy for Navigating and Classifying Synthetic Data in Healthcare Applications
Data-driven technologies have improved the efficiency, reliability and effectiveness of
healthcare services, but come with an increasing demand for data, which is challenging due …
healthcare services, but come with an increasing demand for data, which is challenging due …