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
Autores principales: Valverde, Juan Miguel, Shatillo, Artem, De Feo, Riccardo, Gröhn, Olli, Sierra, Alejandra, Tohka, Jussi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7783408/
https://www.ncbi.nlm.nih.gov/pubmed/33414703
http://dx.doi.org/10.3389/fnins.2020.610239

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7783408/
https://www.ncbi.nlm.nih.gov/pubmed/33414703
http://dx.doi.org/10.3389/fnins.2020.610239

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