2.1k citations · 2.1k across the 2 of their papers we have counts for
2 papers
stat.AP2017
Outcome Based Matching
Jonathan Bates, Alexander Cloninger
We propose a method to reduce variance in treatment effect estimates in the setting of high-dimensional data. In particular, we introduce an approach for learning a metric to be us…
stat.ML2016★ 2.1k cited
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network
Jared Katzman, Uri Shaham, Jonathan Bates +3
Medical practitioners use survival models to explore and understand the relationships between patients' covariates (e.g. clinical and genetic features) and the effectiveness of var…