Sandra Villa-Gonzalez - Publications

A fully automated pipeline for brain structure segmentation in multiple sclerosis.

Journal: NeuroImage. Clinical

Published: August 14, 2019

Brain structure segmentation in the presence of multiple sclerosis lesions.

Journal: NeuroImage. Clinical

Published: December 24, 2018

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

Journal: Scientific reports

Published: October 09, 2018

Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis.

Journal: Patch-based techniques in medical imaging : 4th international workshop, Patch-MI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 20, 2018 : proceedings. Patch-MI (Workshop) (4th : 2018 : Granada, Spain)

Published: September 01, 2018

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

Journal: Medical image analysis

Published: September 26, 2017

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

Journal: NeuroImage. Clinical

Published: February 20, 2017

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

Journal: NeuroImage

Published: December 01, 2016

Automated Detection of Lupus White Matter Lesions in MRI.

Journal: Frontiers in neuroinformatics

Published: April 25, 2016

A review on brain structures segmentation in magnetic resonance imaging.

Journal: Artificial intelligence in medicine

Published: April 01, 2016

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

Journal: Medical image analysis

Published: March 03, 2016