Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine

Theresa Blümlein, Joel Persson, Stefan Feuerriegel. Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine. In Zachary C. Lipton, Rajesh Ranganath, Mark P. Sendak, Michael W. Sjoding, Serena Yeung, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA. Volume 182 of Proceedings of Machine Learning Research, pages 146-171, PMLR, 2022. [doi]

Abstract

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