Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset

Conclusions Inclusion of multiple radiomic features, automatically extracted from magnetic resonance images, in a lesion signature significantly improved the ability to distinguish between benign lesions and luminal A breast cancers, compared to using maximum linear size alone. The radiomic feature of irregularity appears to play an important but not a solitary role within the context of feature selection and computer-aided diagnosis.
Source: Academic Radiology - Category: Radiology Source Type: research