Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

Abstract

High classification accuracy (AUC > 0.9) was obtained using texture features and a support vector machine classifier in an approach based on conventional MRI to differentiate between brain metastasis and radiation necrosis.