Browsing Departament d'Arquitectura i Tecnologia de Computadors by Author "Vilanova, Joan Carles"
orcId Vilanova, Joan Carles​ ​ scopusId Vilanova, Joan Carles​ ​

A Mumford-Shah Functional based Variational Model with Contour, Shape, and Probability Prior information for Prostate Segmentation

A spline-based non-linear diffeomorphism for multimodal prostate registration

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images

Evaluating lesion segmentation on breast sonography as related to lesion type

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

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

Lesion Segmentation in Automated 3D Breast Ultrasound: Volumetric Analysis

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

Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm

A U-Net Ensemble for breast lesion segmentation in DCE MRI

MAM-E: Mammographic synthetic image generation with diffusion models