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Sandra González-Villà
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2010 – 2019
- 2019
- [b1]Sandra González-Villà:
Automated brain structure segmentation in magnetic resonance images of multiple sclerosis patients. University of Girona, Spain, 2019 - 2018
- [j5]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: 177-186 (2018) - [c1]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: 104-113 - [i3]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 abs/1810.04274 (2018) - 2017
- [j4]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: 446-457 (2017) - [j3]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: 159-168 (2017) - [i2]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 abs/1702.04869 (2017) - [i1]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 abs/1709.09075 (2017) - 2016
- [j2]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: 45-69 (2016) - [j1]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: 33 (2016)
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