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stat.AP2019
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…
stat.AP2018
Test for Incremental Value of New Biomarkers Based on OR Rules
Lu Wang, Ying Huang, Alexander R Luedtke
In early detection of disease, a single biomarker often has inadequate classification performance, making it important to identify new biomarkers to combine with the existing marke…