Search Results for author: Àlex Rovira

Found 3 papers, 3 papers with code

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

3 code implementations31 May 2018 Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan C. Vilanova, Lluís Ramió-Torrentà, Àlex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó

In recent years, several convolutional neural network (CNN) methods have been proposed for the automated white matter lesion segmentation of multiple sclerosis (MS) patient images, due to their superior performance compared with those of other state-of-the-art methods.

Domain Adaptation Lesion Segmentation

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

2 code implementations16 Feb 2017 Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan-Carles Vilanova, Lluís Ramió-Torrentà, Àlex Rovira, Arnau Oliver, Xavier Lladó

We evaluate the accuracy of the proposed method on the public MS lesion segmentation challenge MICCAI2008 dataset, comparing it with respect to other state-of-the-art MS lesion segmentation tools.

Lesion Segmentation Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.