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Greedy outcome weighted tree learning of optimal personalized treatment rules |
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| Authors: | Ruoqing Zhu Ying‐Qi Zhao Guanhua Chen Shuangge Ma Hongyu Zhao |
| Affiliation: | 1. University of Illinois at Urbana‐Champaign, Champaign, Illinois, 61820, U.S.A.;2. Fred Hutchinson Cancer Research Center, Seattle, Washington, 98109, U.S.A.;3. Vanderbilt University, Nashville, Tennessee, 37240, U.S.A.;4. Yale University, New Haven, Connecticut, 06520, U.S.A. |
| Abstract: | |
| Keywords: | High‐dimensional data Optimal treatment rules Personalized medicine Reinforcement learning trees Survival analysis Tree‐based method |