List of works - Francisco J Martínez-Murcia

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI.

scientific article published on 21 November 2017

A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease

scientific article published on 14 March 2016

A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease

scientific article published on 29 March 2016

Affine registration of [123I]FP-CIT SPECT brain images.

scientific article published in January 2014

An Optimal Approach for Selecting Discriminant Regions for the Diagnosis of Alzheimer's Disease

scientific article published on 15 April 2016

Assessing Mild Cognitive Impairment Progression using a Spherical Brain Mapping of Magnetic Resonance Imaging

scientific article published on 01 January 2018

Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology

scientific article published on 04 March 2019

Building a FP-CIT SPECT Brain Template Using a Posterization Approach.

scientific article

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

scientific article published on 26 July 2018

Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling

scientific article published on 29 August 2018

Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases.

scientific article published on 14 November 2017

Functional activity maps based on significance measures and Independent Component Analysis.

scientific article published on 6 May 2013

Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation

scientific article

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism

scientific article

Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism.

scientific article published in January 2014

Preprocessing of 18F-DMFP-PET Data Based on Hidden Markov Random Fields and the Gaussian Distribution

scientific article published on 9 October 2017

Projecting MRI brain images for the detection of Alzheimer's Disease.

scientific article published in January 2014

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease

scholarly article by Diego Castillo-Barnes et al published 2018 in Frontiers in Neuroinformatics

Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders

scientific article published on 17 June 2019

List of works by Francisco J Martínez-Murcia

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI.

A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease

A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease

Affine registration of [123I]FP-CIT SPECT brain images.

An Optimal Approach for Selecting Discriminant Regions for the Diagnosis of Alzheimer's Disease

Assessing Mild Cognitive Impairment Progression using a Spherical Brain Mapping of Magnetic Resonance Imaging

Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology

Building a FP-CIT SPECT Brain Template Using a Posterization Approach.

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling

Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases.

Functional activity maps based on significance measures and Independent Component Analysis.

Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism

Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism.

Preprocessing of 18F-DMFP-PET Data Based on Hidden Markov Random Fields and the Gaussian Distribution

Projecting MRI brain images for the detection of Alzheimer's Disease.

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease

Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders