QSMRim-Net: Imbalance-Aware Learning for Identification of Chronic Active Multiple Sclerosis Lesions on Quantitative Susceptibility Maps
Hang Zhang, Thanh Duc Nguyen, Jinwei Zhang, Melanie Marcille, Pascal Spincemaille, Yi Wang, Susan A. Gauthier, Elizabeth M. Sweeney
QSMRim-Net is a deep learning model that identifies chronic active multiple sclerosis lesions on QSM images by addressing class imbalance, achieving high accuracy and correlation with expert annotations.
NeuroImage Clinical · Jan 1, 2022Peer-reviewedBioinformatics