28 citations · 28 across the 1 of their papers we have counts for
2 papers
physics.med-ph2020★ 28 cited
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
Changhee Lee, Mihaela van der Schaar
Due to the wider availability of modern electronic health records, patient care data is often being stored in the form of time-series. Clustering such time-series data is crucial f…
cs.LG2018
Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning
Changhee Lee, Nicholas Mastronarde, Mihaela van der Schaar
Estimating the individual treatment effect (ITE) from observational data is essential in medicine. A central challenge in estimating the ITE is handling confounders, which are fact…