A Framework for Harmonization of Radiomics Data for Multicenter Studies and Clinical Trials.
Moataz A S SolimanLinda C KelahanMichael MagnettaHatice SavasRishi AgrawalRyan J AveryPascale AouadBenjamin LiuYue XueYoung Kwang ChaeRiad SalemAl Bowen BensonVahid YaghmaiYuri S VelichkoPublished in: JCO clinical cancer informatics (2022)
The model removed scanner-associated effects while preserving cancer-specific functional dependence of radiomic features.