Comparison of Four Prediction Models to Discriminate Benign From Malignant Vertebral Compression Fractures According to MRI Feature Analysis

Abstract

It is possible to estimate the malignancy risk of VCF by using a small number of MRI features and patient age. The diagnostic performance of models selected by logistic regression, support vector machine, neural network, and classification tree was similar.