Search Results for author: Issa J. Dahabreh

Found 2 papers, 1 papers with code

Tree-based Subgroup Discovery In Electronic Health Records: Heterogeneity of Treatment Effects for DTG-containing Therapies

no code implementations • 30 Aug 2022 • Jiabei Yang, Ann W. Mwangi, Rami Kantor, Issa J. Dahabreh, Monicah Nyambura, Allison Delong, Joseph W. Hogan, Jon A. Steingrimsson

The rich longitudinal individual level data available from electronic health records (EHRs) can be used to examine treatment effect heterogeneity.

Subgroup Discovery

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Causal Interaction Trees: Tree-Based Subgroup Identification for Observational Data

1 code implementation • 6 Mar 2020 • 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.

Decision Making regression

1

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