19 citations · 26 across the 3 of their papers we have counts for
3 papers
Tree-based Subgroup Discovery In Electronic Health Records: Heterogeneity of Treatment Effects for DTG-containing Therapies
Jiabei Yang, Ann W. Mwangi, Rami Kantor +5
The rich longitudinal individual level data available from electronic health records (EHRs) can be used to examine treatment effect heterogeneity. However, estimating treatment eff…
Sample size calculations for n-of-1 trials
Jiabei Yang, Jon A. Steingrimsson, Christopher H. Schmid
N-of-1 trials, single participant trials in which multiple treatments are sequentially randomized over the study period, can give direct estimates of individual-specific treatment…
Causal Interaction Trees: Tree-Based Subgroup Identification for Observational Data
Jiabei Yang, Issa J. Dahabreh, Jon A. Steingrimsson
We propose Causal Interaction Trees for identifying subgroups of participants that have enhanced treatment effects using observational data. We extend the Classification and Regres…