RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation

We present a fully convolutional neural network (ConvNet), named RatLesNetv2, for segmenting lesions in rodent magnetic resonance (MR) brain images. RatLesNetv2 architecture resembles an autoencoder and it incorporates residual blocks that facilitate its optimization. RatLesNetv2 is trained end to e...

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Detalles Bibliográficos
Publicado en:Front Neurosci
Main Authors: Valverde, Juan Miguel, Shatillo, Artem, De Feo, Riccardo, Gröhn, Olli, Sierra, Alejandra, Tohka, Jussi
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2020
Assuntos:
Neuroscience
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7783408/
https://ncbi.nlm.nih.gov/pubmed/33414703
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.610239
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