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

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2017

Sparse Weighted Canonical Correlation Analysis

Wenwen Min, Juan Liu, Shihua Zhang

Given two data matrices and , sparse canonical correlation analysis (SCCA) is to seek two sparse canonical vectors and to maximize the correlation between and $…

q-bio.GN2016★ 1 cited

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…