MRI radiomics-based machine learning for classification of deep-seated lipoma and atypical lipomatous tumor of the extremities.
Salvatore GittoMatteo InterlenghiRenato CuocoloChristian SalvatoreVincenzo GiannettaJulietta BadalyanEnrico GallazziMaria Silvia SpinelliMauro GallazziFrancesca SerpiCarmelo MessinaDomenico AlbanoAlessio AnnovazziVincenzo AnelliJacopo BaldiAlberto AliprandiElisabetta ArmiraglioAntonina ParafioritiPrimo Andrea DaolioAlessandro LuzzatiRoberto BiaginiIsabella CastiglioniLuca Maria SconfienzaPublished in: La Radiologia medica (2023)
MRI radiomics-based machine learning may classify deep-seated lipoma and ALT of the extremities with high sensitivity and negative predictive value, thus potentially serving as a non-invasive screening tool to reduce unnecessary referral to tertiary tumor centers.