Joan C. Vilanova

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

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

Soumya Ghose, Arnau Oliver, Robert Martí et al. · Computer Methods and Programs in Biomedicine · 2012 · 201 citations

Urology, Engineering, Diagnostic Imaging +12

Microbiota alterations in proline metabolism impact depression

Jordi Mayneris‐Perxachs, Anna Castells‐Nobau, María Arnoriaga‐Rodríguez et al. · Cell Metabolism · 2022 · 201 citations · Full text

Dysbiosis, Probiotic, Gut-organ Axis +20

MR imaging of lipoma arborescens and the associated lesions

Joan C. Vilanova, Joaquim Barcel�, Miguel Villal�n et al. · Skeletal Radiology · 2003 · 180 citations

Lipoma Arborescens, Engineering, Medical Imaging +8

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