Joshua L. Warren

A Bayesian semiparametric factor analysis model for subtype identification

2017 · Statistical Applications in Genetics and Molecular Biology

Disease subtype identification (clustering) is an important problem in biomedical research. Gene expression profiles are commonly utilized to infer disease subtypes, which often lead to biologically meaningful insights into disease. Despite many successes, existing clustering …