EHR-Safe: Generating High-Fidelity and Privacy-Preserving Synthetic Electronic Health Records

1 · Google AI Research · Dec. 21, 2022, 6:57 p.m.
Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team Analysis of Electronic Health Records (EHR) has a tremendous potential for enhancing patient care, quantitatively measuring performance of clinical practices, and facilitating clinical research. Statistical estimation and machine learning (ML) models trained on EHR data can be used to predict the probability of various diseases (such as diabetes), track patient wellness, and predict how patients respo...