Maximin Projection Learning for Optimal Treatment Decision with Heterogeneous Individualized Treatment Effects
异质个体化治疗效应下最优治疗决策的最大最小投影学习
Summary A salient feature of data from clinical trials and medical studies is inhomogeneity. Patients not only differ in baseline characteristics, but also in the way that they respond to treatment. Optimal individualized treatment regimes are developed to select effective treatments based on patient's heterogeneity. However, the optimal treatment regime might also vary for patients across different subgroups. We mainly consider patients’ heterogeneity caused by groupwise…