Presurgical Differentiation between Malignant Haemangiopericytoma and Angiomatous Meningioma by a Radiomics Approach based on Texture Analysis

ConclusionMachine-learning models based on clinical features alone could not provide a better diagnostic performance than that of radiologists. The SVM classifier built by texture features extracted from enhanced T1WI is a promising tool to differentiate malignant HPC from AM before surgery.
Source: Journal of Neuroradiology - Category: Radiology Source Type: research