Identification of disease biomarkers has significantly increased interest in studying the plasma proteome. The plasma proteome has a large, dynamic range of individual protein concentrations, which ...

Dimensionality reduction is a process and technique to reduce the number of dimensions -- or features -- in a data set. The goal of dimensionality reduction is to decrease the data set's complexity by ...