Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery

Wenwen Min, Juan Liu, Shihua Zhang

Molecular profiling data (e.g., gene expression) has been used for clinical risk prediction and biomarker discovery. However, it is necessary to integrate other prior knowledge lik…