8 citations · 13 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 4 cited
Survival stacking: casting survival analysis as a classification problem
Erin Craig, Chenyang Zhong, Robert Tibshirani
While there are many well-developed data science methods for classification and regression, there are relatively few methods for working with right-censored data. Here, we present…
stat.ME2020★ 1 cited
Finding and assessing treatment effect sweet spots in clinical trial data
Erin Craig, Donald A Redelmeier, Robert J Tibshirani
Identifying heterogeneous treatment effects (HTEs) in randomized controlled trials is an important step toward understanding and acting on trial results. However, HTEs are often sm…
stat.ML2017★ 8 cited
Predicting readmission risk from doctors' notes
Erin Craig, Carlos Arias, David Gillman
We develop a model using deep learning techniques and natural language processing on unstructured text from medical records to predict hospital-wide -day unplanned readmission,…