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 · 381 citations

Cascaded 3D, Convolutional Neural Network, Image Analysis +13

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 · 118 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

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 · 71 citations

Engineering, White Matter, Brain Lesion +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 · 53 citations · Full text

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

Sandra González-Villà, Sergi Valverde, Mariano Cabezas et al. · NeuroImage Clinical · 2017 · 25 citations · Full text