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Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI

Objective: To introduce an MRI in-plane resolution enhancement method that estimates High-Resolution (HR) MRIs from Low-Resolution (LR) MRIs. Method & Materials: Previous CNN-based MRI super-resolution methods cause loss of input image information due to the pooling layer. An Autoencoder-inspire...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216682/
https://www.ncbi.nlm.nih.gov/pubmed/34168920
http://dx.doi.org/10.1109/JTEHM.2021.3076152