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Accurate and robust segmentation of neuroanatomy in T1‐weighted MRI by combining spatial priors with deep convolutional neural networks

Neuroanatomical segmentation in magnetic resonance imaging (MRI) of the brain is a prerequisite for quantitative volume, thickness, and shape measurements, as well as an important intermediate step in many preprocessing pipelines. This work introduces a new highly accurate and versatile method based...

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Detalhes bibliográficos
Publicado no:Hum Brain Mapp
Main Authors: Novosad, Philip, Fonov, Vladimir, Collins, D. Louis
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7267949/
https://ncbi.nlm.nih.gov/pubmed/31633863
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.24803
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