Giraud, Rémi; Ta, Vinh-Thong; Papadakis, Nicolas; Manjón Herrera, José Vicente; Collins, Louis; Coupé Pierrick; Alzheimers Dis Neuroimaging Initia(Elsevier, 2016-01-01)
Automatic segmentation methods are important tools for quantitative analysis of Magnetic Resonance Images (MRI). Recently, patch-based label fusion approaches have demonstrated state-of-the-art segmentation accuracy. In ...
Manjón Herrera, José Vicente; Coupé, Pierrick; Concha, Luis; Buades, Antonio; Collins, Louis; Robles Viejo, Montserrat(Public Library of Science, 2013-09)
Diffusion Weighted Images (DWI) normally shows a low Signal to Noise Ratio (SNR) due to the presence of noise from the measurement process that complicates and biases the estimation of quantitative diffusion parameters. ...
Manjón Herrera, José Vicente; Eskildsen, Simon F.; Coupé, Pierrick; Romero Gómez, José Enrique; Collins, Louis; Robles Viejo, Montserrat(Hindawi Publishing Corporation, 2014-09-28)
[EN] Automatic and accurate methods to estimate normalized regional brain volumes from MRI data are valuable tools which may help to obtain an objective diagnosis and followup of many neurological diseases. To estimate ...