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eess.IV2021★ 11 cited
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo +1
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…
eess.IV2019
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo +3
Manual segmentation of rodent brain lesions from magnetic resonance images (MRIs) is an arduous, time-consuming and subjective task that is highly important in pre-clinical researc…