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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...
Autores principales: | Valverde, Juan Miguel, Shatillo, Artem, De Feo, Riccardo, Tohka, Jussi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
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 |
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