QSMRim-Net: Imbalance-aware learning for identification of chronic active multiple sclerosis lesions on quantitative susceptibility maps

Background and Purpose: Chronic active multiple sclerosis (MS) lesions are characterized by a paramagnetic rim at the edge of the lesion and are associated with increased disability in patients. Quantitative susceptibility mapping (QSM) is an MRI technique that is sensitive to chronic active lesions...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Main Authors: Hang Zhang, Thanh D. Nguyen, Jinwei Zhang, Melanie Marcille, Pascal Spincemaille, Yi Wang, Susan A. Gauthier, Elizabeth M. Sweeney
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-01-01
Colecção:NeuroImage: Clinical
Assuntos:
Multiple sclerosis
Quantitative susceptibility mapping
Chronic active lesions
Convolutional neural network
Radiomic features
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2213158222000444
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados