60 citations · 60 across the 3 of their papers we have counts for
3 papers
Continuous-Time Probabilistic Models for Longitudinal Electronic Health Records
Alan D. Kaplan, Uttara Tipnis, Jean C. Beckham +3
Analysis of longitudinal Electronic Health Record (EHR) data is an important goal for precision medicine. Difficulty in applying Machine Learning (ML) methods, either predictive or…
Robust Q-learning
Ashkan Ertefaie, James R. McKay, David Oslin +1
Q-learning is a regression-based approach that is widely used to formalize the development of an optimal dynamic treatment strategy. Finite dimensional working models are typically…
Hidden Markov models for alcoholism treatment trial data
Kenneth E. Shirley, Dylan S. Small, Kevin G. Lynch +2
In a clinical trial of a treatment for alcoholism, a common response variable of interest is the number of alcoholic drinks consumed by each subject each day, or an ordinal version…