Mariano Cabezas

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

Sergi Valverde, Mariano Cabezas, Eloy Roura et al. · NeuroImage · 2017 · 381 citations

Cascaded 3D, Convolutional Neural Network, Image Analysis +13

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Olivier Commowick, Audrey Istace, Michaël Kain et al. · Scientific Reports · 2018 · 272 citations · Full text

Image Analysis, Engineering, Data Science +15

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

Sergi Valverde, Mostafa Salem, Mariano Cabezas et al. · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · 2019 · 154 citations

Improving the detection of autism spectrum disorder by combining structural and functional MRI information

Mladen Rakić, Mariano Cabezas, Kaisar Kushibar et al. · NeuroImage Clinical · 2020 · 134 citations · Full text

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

Kaisar Kushibar, Sergi Valverde, Sandra González-Villà et al. · Medical Image Analysis · 2018 · 118 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23