Mariano Cabezas

Mariano Cabezas

University of Sydney - Sydney / Australia
Engineering & Technology / Computer Science
AD Scientific Index ID: 51375
person_outline Mariano Cabezas's MOST POPULAR ARTICLES
1-) Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challengeS Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...arXiv preprint arXiv:1811.02629, 201811352018
2-) A review of atlas-based segmentation for magnetic resonance brain imagesM Cabezas, A Oliver, X Lladó, J Freixenet, MB CuadraComputer methods and programs in biomedicine 104 (3), e158-e177, 20114742011
3-) Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachS Valverde, M Cabezas, E Roura, S González-Villà, D Pareto, ...NeuroImage 155, 159-168, 2017307*2017
4-) Segmentation of multiple sclerosis lesions in brain MRI: a review of automated approachesX Lladó, A Oliver, M Cabezas, J Freixenet, JC Vilanova, A Quiles, L Valls, ...Information Sciences 186 (1), 164-185, 20123042012
5-) Objective evaluation of multiple sclerosis lesion segmentation using a data management and processing infrastructureO Commowick, A Istace, M Kain, B Laurent, F Leray, M Simon, SC Pop, ...Scientific reports 8 (1), 13650, 20182622018