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Super-Resolution Reconstruction of Neonatal Brain Magnetic Resonance Images via Residual Structured Sparse Representation

Magnetic resonance images of neonates, compared with toddlers, exhibit lower signal-to-noise ratio and spatial resolution. In this paper, we propose a novel method for super-resolution reconstruction of neonate images with the help of toddler images, using residual-structured sparse representation w...

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Dettagli Bibliografici
Pubblicato in:Med Image Anal
Autori principali: Zhang, Yongqin, Yap, Pew-Thian, Chen, Geng, Lin, Weili, Wang, Li, Shen, Dinggang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7136034/
https://ncbi.nlm.nih.gov/pubmed/31029865
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2019.04.010
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