Search Results for author: Joan C. Vilanova

Found 2 papers, 1 papers with code

Quality analysis of DCGAN-generated mammography lesions

no code implementations28 Nov 2019 Basel Alyafi, Oliver Diaz, Joan C. Vilanova, Javier del Riego, Robert Marti

Medical image synthesis has gained a great focus recently, especially after the introduction of Generative Adversarial Networks (GANs).

Image Generation Super-Resolution

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

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