A white matter lesion-filling approach to improve brain tissue volume measurements

por Valverde, Sergi, Oliver, Arnau, Lladó, Xavier
Publicado 2014

Improving the detection of autism spectrum disorder by combining structural and functional MRI information

por Rakić, Mladen, Cabezas, Mariano, Kushibar, Kaisar, Oliver, Arnau, Lladó, Xavier
Publicado 2020

Usefulness of Collaborative Work in the Evaluation of Prostate Cancer from MRI

por Mata, Christian, Walker, Paul, Oliver, Arnau, Martí, Joan, Lalande, Alain
Publicado 2022

Brain structure segmentation in the presence of multiple sclerosis lesions

por González-Villà, Sandra, Oliver, Arnau, Huo, Yuankai, Lladó, Xavier, Landman, Bennett A.
Publicado 2019

A fully automated pipeline for brain structure segmentation in multiple sclerosis

por González-Villà, Sandra, Oliver, Arnau, Huo, Yuankai, Lladó, Xavier, Landman, Bennett A.
Publicado 2020

Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach

por Salem, Mostafa, Ryan, Marwa Ahmed, Oliver, Arnau, Hussain, Khaled Fathy, Lladó, Xavier
Publicado 2022

A Review on Automatic Mammographic Density and Parenchymal Segmentation

por He, Wenda, Juette, Arne, Denton, Erika R. E., Oliver, Arnau, Martí, Robert, Zwiggelaar, Reyer
Publicado 2015

Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation

por Kushibar, Kaisar, Salem, Mostafa, Valverde, Sergi, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Publicado 2021

Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis

por Valencia, Liliana, Clèrigues, Albert, Valverde, Sergi, Salem, Mostafa, Oliver, Arnau, Rovira, Àlex, Lladó, Xavier
Publicado 2022

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

por Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier
Publicado 2019

A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis

por Salem, Mostafa, Cabezas, Mariano, Valverde, Sergi, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier
Publicado 2017

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis

por Salem, Mostafa, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier
Publicado 2019

Automated Detection of Lupus White Matter Lesions in MRI

por Roura, Eloy, Sarbu, Nicolae, Oliver, Arnau, Valverde, Sergi, González-Villà, Sandra, Cervera, Ricard, Bargalló, Núria, Lladó, Xavier
Publicado 2016

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

por González-Villà, Sandra, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Oliver, Arnau, Lladó, Xavier
Publicado 2017

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks

por Valverde, Sergi, Salem, Mostafa, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Publicado 2018

Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling

por Valverde, Sergi, Oliver, Arnau, Roura, Eloy, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Sastre-Garriga, Jaume, Montalban, Xavier, Rovira, Àlex, Lladó, Xavier
Publicado 2015

Deciphering multiple sclerosis disability with deep learning attention maps on clinical MRI

por Coll, Llucia, Pareto, Deborah, Carbonell-Mirabent, Pere, Cobo-Calvo, Álvaro, Arrambide, Georgina, Vidal-Jordana, Ángela, Comabella, Manuel, Castilló, Joaquín, Rodríguez-Acevedo, Breogán, Zabalza, Ana, Galán, Ingrid, Midaglia, Luciana, Nos, Carlos, Salerno, Annalaura, Auger, Cristina, Alberich, Manel, Río, Jordi, Sastre-Garriga, Jaume, Oliver, Arnau, Montalban, Xavier, Rovira, Àlex, Tintoré, Mar, Lladó, Xavier, Tur, Carmen
Publicado 2023