Sandra González-Villà

According to our database, Sandra González-Villà authored at least 8 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Automated brain structure segmentation in magnetic resonance images of multiple sclerosis patients.

Sandra González-Villà

PhD thesis, 2019

2018

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

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó

Medical Image Anal., 2018

Survival prediction using ensemble tumor segmentation and transfer learning.

Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó

CoRR, 2018

Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis.

Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman

Proceedings of the Patch-Based Techniques in Medical Imaging, 2018

2017

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

Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó

NeuroImage, 2017

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

Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó

Medical Image Anal., 2017

2016

Automated Detection of Lupus White Matter Lesions in MRI.

Eloy Roura, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Xavier Lladó

Frontiers Neuroinformatics, 2016

A review on brain structures segmentation in magnetic resonance imaging.

Sandra González-Villà, Arnau Oliver, Sergi Valverde, Liping Wang, Reyer Zwiggelaar, Xavier Lladó

Artif. Intell. Medicine, 2016