Computed tomography (CT)-derived radiomic features differentiate prevascular mediastinum masses as thymic neoplasms versus lymphomas

Objectives We aimed to assess the ability of radiomics, applied to not-enhanced computed tomography (CT), to differentiate mediastinal masses as thymic neoplasms vs lymphomas. Methods The present study was an observational retrospective trial. Inclusion criteria were pathology-proven thymic neoplasi...

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Veröffentlicht in:	Radiologia medica 2020-10, Vol.125 (10), p.951-960
Hauptverfasser:	Kirienko, Margarita, Ninatti, Gaia, Cozzi, Luca, Voulaz, Emanuele, Gennaro, Nicolò, Barajon, Isabella, Ricci, Francesca, Carlo-Stella, Carmelo, Zucali, Paolo, Sollini, Martina, Balzarini, Luca, Chiti, Arturo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computed Tomography Diagnostic Radiology Discriminant analysis Image contrast Image enhancement Image segmentation Imaging Interventional Radiology Lymphoma Mediastinum Medical imaging Medicine Medicine & Public Health Model accuracy Neoplasms Neuroradiology Radiology Radiomics Resampling Tomography Tumors Ultrasound
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Beschreibung
Zusammenfassung:	Objectives We aimed to assess the ability of radiomics, applied to not-enhanced computed tomography (CT), to differentiate mediastinal masses as thymic neoplasms vs lymphomas. Methods The present study was an observational retrospective trial. Inclusion criteria were pathology-proven thymic neoplasia or lymphoma with mediastinal localization, availability of CT. Exclusion criteria were age
ISSN:	0033-8362 1826-6983
DOI:	10.1007/s11547-020-01188-w