Super-resolution reconstruction of brain magnetic resonance images via lightweight autoencoder

Super-resolution reconstruction of brain magnetic resonance images via lightweight autoencoder

Magnetic Resonance Imaging (MRI) is useful to provide detailed anatomical information such as images of tissues and organs within the body that are vital for quantitative image analysis. However, typically the MR images acquired lacks adequate resolution because of the constraints such as patients’...

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Bibliographic Details
Main Authors: J. Andrew, T.S.R. Mhatesh, Robin D. Sebastin, K. Martin Sagayam, Jennifer Eunice, Marc Pomplun, Hien Dang
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Super-resolution
MRI
Image enhancement
Autoencoder
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914821001945

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http://www.sciencedirect.com/science/article/pii/S2352914821001945

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