Search Results for author: Theresa Blümlein

Found 1 papers, 1 papers with code

Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine

1 code implementation14 Apr 2022 Theresa Blümlein, Joel Persson, Stefan Feuerriegel

Common methods for learning optimal DTRs, however, have shortcomings: they are typically based on outcome prediction and not treatment effect estimation, or they use linear models that are restrictive for patient data from modern electronic health records.

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