Applicability of Radiomics for Differentiation of Pancreatic Adenocarcinoma from Healthy Tissue of Pancreas by Using Magnetic Resonance Imaging and Machine Learning

Sarac, Dimitrije; Badza Atanasijevic, Milica; Mitrovic Jovanovic, Milica; Kovac, Jelena; Lazic, Ljubica; Jankovic, Aleksandra; Saponjski, Dusan J.; Milosevic, Stefan; Stosic, Katarina; Masulovic, Dragan; Radenkovic, Dejan; Papic, Veljko; Djuric-Stefanovic, Aleksandra

doi:10.3390/cancers17071119

Applicability of Radiomics for Differentiation of Pancreatic Adenocarcinoma from Healthy Tissue of Pancreas by Using Magnetic Resonance Imaging and Machine Learning

Background: This study analyzed different classifier models for differentiating pancreatic adenocarcinoma from surrounding healthy pancreatic tissue based on radiomic analysis of magnetic resonance (MR) images. Methods: We observed T2W-FS and ADC images obtained by 1.5T-MR of 87 patients with his…