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

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

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

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

by Christian Mata, Paul Walker, Arnau Oliver, Joan Martí, Alain Lalande
Published 2022-05-01

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

An End-to-End Deep Learning Framework for Predicting Hematoma Expansion in Hemorrhagic Stroke Patients from CT Images

by Valeriia Abramova, Arnau Oliver, Joaquim Salvi, Mikel Terceño, Yolanda Silva, Xavier Lladó
Published 2024-03-01

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

A Review on Automatic Mammographic Density and Parenchymal Segmentation

by Wenda He, Arne Juette, Erika R. E. Denton, Arnau Oliver, Robert Martí, Reyer Zwiggelaar
Published 2015-01-01

Strategies to combine 3D vasculature and brain CTA with deep neural networks: Application to LVO

by Uma M. Lal-Trehan Estrada, Arnau Oliver, Sunil A. Sheth, Xavier Lladó, Luca Giancardo
Published 2024-02-01

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 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

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

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

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

by Liliana Valencia, Albert Clèrigues, Sergi Valverde, Mostafa Salem, Mostafa Salem, Arnau Oliver, Àlex Rovira, Xavier Lladó
Published 2022-09-01

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

by Mostafa Salem, Mostafa Salem, Marwa Ahmed Ryan, Marwa Ahmed Ryan, Arnau Oliver, Khaled Fathy Hussain, Xavier Lladó
Published 2022-11-01

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