MSR45 Identifying Longitudinal Treatment Effect Trajectories Using Flexible Outcome Modeling and Clustering

Abstract

Trial planning, recruitment, and subsequent results interpretation can be improved through consideration of patient characteristics that may modify treatment effect. Current approaches typically rely on patient observations collected at a single timepoint, but longitudinal approaches may afford more statistical power and/or the ability to consider full trajectories of response.