5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 5 cited
Generation of Synthetic Electronic Health Records Using a Federated GAN
John Weldon, Tomas Ward, Eoin Brophy
Sensitive medical data is often subject to strict usage constraints. In this paper, we trained a generative adversarial network (GAN) on real-world electronic health records (EHR).…
cs.LG2020
Predicting Injectable Medication Adherence via a Smart Sharps Bin and Machine Learning
Yingqi Gu, Akshay Zalkikar, Lara Kelly +2
Medication non-adherence is a widespread problem affecting over 50% of people who have chronic illness and need chronic treatment. Non-adherence exacerbates health risks and drives…