Browsing by Author "Valverde Valverde, Sergi"
orcId Valverde Valverde, Sergi​ ​ scopusId Valverde Valverde, Sergi​ ​

A white matter lesion-filling approach to improve brain tissue volume measurements

Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling

Evaluating the effects of white matter multiple sclerosis lesions on the volume estimation of 6 brain tissue segmentation methods

A toolbox for multiple sclerosis lesion segmentation

Automated brain tissue segmentation of magnetic resonance images in multiple sclerosis

Thesis open access ​

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Automated Detection of Lupus White Matter Lesions in MRI

A review on brain structures segmentation in magnetic resonance imaging

Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation

Automated tissue segmentation of MR brain images in the presence of white matter lesions

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

A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis

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

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

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

Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging

Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis