Self-labelled encoder-decoder (SLED) for multi-echo gradient echo-based myelin water imaging

Purpose: Reconstruction of high quality myelin water imaging (MWI) maps is challenging, particularly for data acquired using multi-echo gradient echo (mGRE) sequences. A non-linear least squares fitting (NLLS) approach has often been applied for MWI. However, this approach may produce maps with limi...

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Principais autores:	Hanwen Liu, Vladimir Grouza, Marius Tuznik, Katherine A. Siminovitch, Hooman Bagheri, Alan Peterson, David A. Rudko
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2022-12-01
Series:	NeuroImage
Assuntos:	Myelin water imaging Gradient echo MRI Quantitative MRI Unsupervised learning Deep learning Neural networks
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S1053811922008382
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