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Semi-Supervised Learning in Medical MRI Segmentation: Brain Tissue with White Matter Hyperintensity Segmentation Using FLAIR MRI

White-matter hyperintensity (WMH) is a primary biomarker for small-vessel cerebrovascular disease, Alzheimer’s disease (AD), and others. The association of WMH with brain structural changes has also recently been reported. Although fluid-attenuated inversion recovery (FLAIR) magnetic resonance imagi...

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Principais autores: ZunHyan Rieu, JeeYoung Kim, Regina EY Kim, Minho Lee, Min Kyoung Lee, Se Won Oh, Sheng-Min Wang, Nak-Young Kim, Dong Woo Kang, Hyun Kook Lim, Donghyeon Kim
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-05-01
coleção:Brain Sciences
Assuntos:
segmentation
deep-learning
FLAIR
T1w
white-matter hyperintensity
Acesso em linha:https://www.mdpi.com/2076-3425/11/6/720
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