Development and Evaluation of MR-Based Radiogenomic Models to Differentiate Atypical Lipomatous Tumors from Lipomas.
Sarah C ForemanOscar Llorián-SalvadorDiana E DavidVerena K N RösnerJon F RischewskiGeorg C FeuerriegelDaniel W KrampIna LuikenAnn-Kathrin LohseJurij KieferCarolin MoglerCarolin KnebelMatthias JungMiguel A Andrade-NavarroBurkhard RostStephanie E CombsMarcus R MakowskiKlaus WoertlerJan C PeekenAlexandra S GersingPublished in: Cancers (2023)
A radiogenomic model combining features from multiple MR sequences showed the best performance in predicting the MDM2 gene amplification status. The model showed a higher accuracy compared to the radiology residents, though lower compared to the attending radiologist.