Through-Plane Super-Resolution With Autoencoders in Diffusion Magnetic Resonance Imaging of the Developing Human Brain

Fetal brain diffusion magnetic resonance images (MRI) are often acquired with a lower through-plane than in-plane resolution. This anisotropy is often overcome by classical upsampling methods such as linear or cubic interpolation. In this work, we employ an unsupervised learning algorithm using an a...

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Detalles Bibliográficos
Autores principales: Kebiri, Hamza, Canales-Rodríguez, Erick J., Lajous, Hélène, de Dumast, Priscille, Girard, Gabriel, Alemán-Gómez, Yasser, Koob, Mériam, Jakab, András, Bach Cuadra, Meritxell
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neurology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109939/
https://www.ncbi.nlm.nih.gov/pubmed/35585848
http://dx.doi.org/10.3389/fneur.2022.827816

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109939/
https://www.ncbi.nlm.nih.gov/pubmed/35585848
http://dx.doi.org/10.3389/fneur.2022.827816

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