Lista de obras - Mariano Cabezas - Dominio Público Uruguay

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.

artículo científico publicado en 2011

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

artículo científico publicado en 2017

A toolbox for multiple sclerosis lesion segmentation.

artículo científico publicado en 2015

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

artículo científico

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

artículo científico publicado en 2018

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

artículo científico publicado en 2014

BOOST: a supervised approach for multiple sclerosis lesion segmentation.

artículo científico publicado en 2014

Comparison of 10 brain tissue segmentation methods using revisited IBSR annotations

artículo científico publicado en 2014

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

artículo científico

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

artículo científico publicado en 2017

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

artículo científico publicado en 2015

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

artículo científico publicado en 2016

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

artículo científico publicado en 2017

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

artículo científico publicado en 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.

artículo científico publicado en 2013

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

artículo científico publicado en 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.

artículo científico publicado en 2018

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

artículo científico publicado en 2019

Lista de obras de Mariano Cabezas

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

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

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

A toolbox for multiple sclerosis lesion segmentation.

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

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

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

BOOST: a supervised approach for multiple sclerosis lesion segmentation.

Comparison of 10 brain tissue segmentation methods using revisited IBSR annotations

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

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

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

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

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

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

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

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

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

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.

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