Sandra González-Villà

Publication Activity (10 Years)

Years Active: 2016-2018
Publications (10 Years): 9

Top Topics

Magnetic Resonance

Multiple Sclerosis

Mr Brain Images

Top Venues

Medical Image Anal.

Artif. Intell. Medicine

Frontiers Neuroinformatics

Publications

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. Medical Image Anal. 48 (2018)
Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó
Survival prediction using ensemble tumor segmentation and transfer learning. CoRR (2018)
Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman
Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis. Patch-MI@MICCAI (2018)
Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
Automated tissue segmentation of MR brain images in the presence of white matter lesions. Medical Image Anal. 35 (2017)
Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. CoRR (2017)
Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. CoRR (2017)
Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. NeuroImage 155 (2017)
Sandra González-Villà, Arnau Oliver, Sergi Valverde, Liping Wang, Reyer Zwiggelaar, Xavier Lladó
A review on brain structures segmentation in magnetic resonance imaging. Artif. Intell. Medicine 73 (2016)
Eloy Roura, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Xavier Lladó
Automated Detection of Lupus White Matter Lesions in MRI. Frontiers Neuroinformatics 10 (2016)