Sandra González-Villà

Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach

Sergi Valverde, Mariano Cabezas, Eloy Roura et al. · NeuroImage · 2017 · 395 citations

Computing, Computer Science, Neurology +17

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà et al. · Medical Image Analysis · 2018 · 120 citations · Full text

Computing, Computer Science, Neuroscience +16

Automated tissue segmentation of MR brain images in the presence of white matter lesions

Sergi Valverde, Arnau Oliver, Eloy Roura et al. · Medical Image Analysis · 2016 · 72 citations

Medicine, Neurology, Neuroscience +16

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà et al. · Scientific Reports · 2019 · 54 citations · Full text

Computing, Computer Science, Radiology +15

Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation

Sandra González-Villà, Sergi Valverde, Mariano Cabezas et al. · NeuroImage Clinical · 2017 · 28 citations · Full text

Computing, Neurology, Neuroscience +17