Using radiomics and machine learning with ultrasonography for the differential diagnosis of myometRiAL tumors (the ADMIRAL pilot study). Radiomics and differential diagnosis of myometrial tumors
The aim of the study was to evaluate the performance of a radiomics and machine learning model applied to ultrasound (US) images. Radiomics was applied to US preoperative images according to the International Biomarker Standardization Initiative guidelines. Radiomics applied to US images shows great potential in the differential diagnosis of mesenchymal tumors, thus representing an interesting decision support tool for the gynecologist oncologist in an area often characterized by uncertainty.