Tree-structured Subgroup Analysis of Receiver Operating Characteristic Curves for Diagnostic Tests

The proposed tree-structured subgroup analysis successfully defines subgroups and their best diagnostic tests. The method can be used to develop optimal diagnostic strategies in personalized medicine.