Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks

We present MedicDeepLabv3+, a convolutional neural network that is the first completely automatic method to segment cerebral hemispheres in magnetic resonance (MR) volumes of rats with ischemic lesions. MedicDeepLabv3+ improves the state-of-the-art DeepLabv3+ with an advanced decoder, incorporating...

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Detalles Bibliográficos
Autores principales: Valverde, Juan Miguel, Shatillo, Artem, De Feo, Riccardo, Tohka, Jussi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931784/
https://www.ncbi.nlm.nih.gov/pubmed/36178571
http://dx.doi.org/10.1007/s12021-022-09607-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931784/
https://www.ncbi.nlm.nih.gov/pubmed/36178571
http://dx.doi.org/10.1007/s12021-022-09607-1

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