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treatment optimization

5 papers

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Co-occurring keywords · papers mentioning both

causal inference (3) outcome weighted learning (2) individualized treatment rule (2) composite outcome (1) group-structured learning (1) individualized decision rule (1) action-derived reward (1) chemotherapy dosing (1) dosing regiman (1) individualized decision making (1)

Papers

Stage-Aware Learning for Dynamic Treatments JMLR 2024 Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 Estimation and Optimization of Composite Outcomes JMLR 2021 Reinforcement Learning with Action-Derived Rewards for Chemotherapy and Clinical Trial Dosing Regimen Selection MLHC 2018