Evaluation of Classic and Quantitative Imaging Features in the Differentiation of Benign and Atypical Lipomatous Soft Tissue Tumors Using a Standardized Multiparametric MRI Protocol: A Prospective Single-Centre Study in 45 Patients.

Leonhard GruberChristian KremserBettina ZelgerAnton SchwabeggerEna JosipDietmar DammererMartin ThalerBenjamin Henninger

Published in: Current oncology (Toronto, Ont.) (2023)

Several single MRI features have a substantial diagnostic value in the identification of ALT, yet a multiparametric approach by a simple combination algorithm may support radiologists in the identification of lipomatous tumors in need for further histological assessment.

Keyphrases

magnetic resonance imaging
high resolution
soft tissue
contrast enhanced
newly diagnosed
ejection fraction
artificial intelligence
machine learning
prognostic factors
deep learning
chronic kidney disease
patient reported outcomes
bioinformatics analysis