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

by Sergi Valverde, Arnau Oliver, Xavier Lladó
Published 2014-01-01

A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data

by Joel Vidal, Chyi-Yeu Lin, Xavier Lladó, Robert Martí
Published 2018-08-01

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

by Mladen Rakić, Mariano Cabezas, Kaisar Kushibar, Arnau Oliver, Xavier Lladó
Published 2020-01-01

A fully automated pipeline for brain structure segmentation in multiple sclerosis

by Sandra González-Villà, Arnau Oliver, Yuankai Huo, Xavier Lladó, Bennett A. Landman
Published 2020-01-01

Brain structure segmentation in the presence of multiple sclerosis lesions

by Sandra González-Villà, Arnau Oliver, Yuankai Huo, Xavier Lladó, Bennett A. Landman
Published 2019-01-01

Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging

by Jose Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Llado
Published 2019-01-01

Evaluating the Effect of Intensity Standardisation on Longitudinal Whole Brain Atrophy Quantification in Brain Magnetic Resonance Imaging

by Emily E. Carvajal-Camelo, Jose Bernal, Arnau Oliver, Xavier Lladó, María Trujillo, The Alzheimer’s Disease Neuroimaging Initiative
Published 2021-02-01

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

by Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Àlex Rovira, Xavier Lladó
Published 2020-01-01

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

by Mostafa Salem, Mariano Cabezas, Sergi Valverde, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Àlex Rovira, Xavier Lladó
Published 2018-01-01

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

by Kaisar Kushibar, Mostafa Salem, Mostafa Salem, Sergi Valverde, Àlex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
Published 2021-04-01

Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET

by Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Llado
Published 2019-01-01

Automated detection of Lupus white matter lesions in MRI

by Eloy Roura Perez, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Núria Bargalló, Xavier Lladó
Published 2016-08-01

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

by Sandra González-Villà, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Joan C. Vilanova, Lluís Ramió-Torrentà, Àlex Rovira, Arnau Oliver, Xavier Lladó
Published 2017-01-01

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

by Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan C. Vilanova, Lluís Ramió-Torrentà, Àlex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
Published 2019-01-01

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

by Sergi Valverde, Arnau Oliver, Eloy Roura, Deborah Pareto, Joan C. Vilanova, Lluís Ramió-Torrentà, Jaume Sastre-Garriga, Xavier Montalban, Àlex Rovira, Xavier Lladó
Published 2015-01-01