Multicenter PET image harmonization using generative adversarial networks.

David HaberlClemens P SpielvogelZewen JiangFanny OrlhacDavid IommiIgnasi CarrióIrène BuvatAlexander R HaugLaszlo Papp

Published in: European journal of nuclear medicine and molecular imaging (2024)

GANs are capable of performing image harmonization and increase reproducibility and predictive performance of radiomic features derived from different centers and scanners.

Keyphrases

deep learning
computed tomography
pet ct
positron emission tomography
clinical trial
pet imaging
double blind
machine learning