no code implementations • 28 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).
3 code implementations • 31 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.