Selecting Biomarkers for building optimal treatment selection rules using Kernel Machines

Sayan Dasgupta, Ying Huang

Optimal biomarker combinations for treatment-selection can be derived by minimizing total burden to the population caused by the targeted disease and its treatment. However, when m…