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Convolutional Neural Network for Automated FLAIR Lesion Segmentation on Clinical Brain MR Imaging

BACKGROUND AND PURPOSE: Most brain lesions are characterized by hyperintense signal on FLAIR. We sought to develop an automated deep learning–based method for segmentation of abnormalities on FLAIR and volumetric quantification on clinical brain MRIs across many pathologic entities and scanning para...

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Detalhes bibliográficos
Publicado no:AJNR Am J Neuroradiol
Main Authors: Duong, M.T., Rudie, J.D., Wang, J., Xie, L., Mohan, S., Gee, J.C., Rauschecker, A.M.
Formato: Artigo
Idioma:Inglês
Publicado em: American Society of Neuroradiology 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6697209/
https://ncbi.nlm.nih.gov/pubmed/31345943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3174/ajnr.A6138
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