List of works - Mariano Cabezas

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

scientific article published on 28 December 2019

A review of atlas-based segmentation for magnetic resonance brain images.

scientific article

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

scientific article published on 20 November 2017

A toolbox for multiple sclerosis lesion segmentation.

scientific article published on 31 July 2015

Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning

scientific article published on 11 January 2021

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

scientific article published on 15 June 2018

Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding.

scientific article published on 19 April 2014

BOOST: a supervised approach for multiple sclerosis lesion segmentation.

scientific article published on 3 September 2014

Comparison of 10 brain tissue segmentation methods using revisited IBSR annotations

scientific article published on 24 January 2014

Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data

scientific article published on 19 October 2020

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

scientific article published on 8 May 2017

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

scientific article published on 12 February 2015

Improved Automatic Detection of New T2 Lesions in Multiple Sclerosis Using Deformation Fields

scientific article published on 9 June 2016

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

scientific article published on 18 April 2017

Intensity based methods for brain MRI longitudinal registration. A study on multiple sclerosis patients

scientific article published in July 2014

Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information

article

MARGA: multispectral adaptive region growing algorithm for brain extraction on axial MRI.

scientific article published on 4 December 2013

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

scientific article published in 2022

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

scientific article published in Scientific Reports

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