Diego Salas González


Researcher Profile

Total Desde 2018:
Citas Total: 4182 Desde 2018: 1799
Índice H Total: 35 Desde 2018: 24
Índice i10 Total: 77 Desde 2018: 50

Publicaciones (164)

Título Autores Año
Non-linear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data D Castillo-Barnes, FJ Martinez-Murcia, C Jimenez-Mesa, JE Arco, .... 2023
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, .... 2022
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease D Castillo-Barnes, JE Arco, C Jimenez-Mesa, J Ramirez, JM Górriz, .... 2022
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging F Segovia, J Ramírez, D Salas-Gonzalez, IA Illán, FJ Martinez-Murcia, .... 2022
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning D Castillo-Barnes, L Su, J Ramírez, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer’s disease F Segovia, J Ramírez, D Castillo-Barnes, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Expectation-Maximization algorithm for finite mixture of α-stable distributions D Castillo-Barnes, FJ Martinez-Murcia, J Ramírez, JM Górriz, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Expectation–Maximization algorithm for finite mixture of α-stable distributions D Castillo-Barnes, FJ Martinez-Murcia, J Ramírez, JM Górriz, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
896P Analysis of DLBCL genetic databases using machine learning SS Lopez, J Guarino, D Castillo-Barnes, JMJ García, J Ramirez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Analysis of DLBCL genetic databases using machine learning: 896P SS Lopez, J Guarino, D Castillo-Barnes, JJ García, J Ramirez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological characterization of functional brain imaging by isosurface analysis in Parkinson’s disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Spatial Registration of Neuroimaging Data: Analysis of the Convenience of Performing Non-Affine Transformations F Bayo, D Castillo-Barnes, D Salas-Gonzalez, C Jiménez-Mesa, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Practical use of alpha-shapes in neuroimaging for Parkinson's Disease diagnosis JM Mateos-Ramos, D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, .... 2020
Support Vector Machine Failure in Imbalanced Datasets IA Illan, JM Górriz, J Ramirez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2019
Comparison Between Affine and Non-affine Transformations Applied to I-FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis D Castillo-Barnes, FJ Martinez-Murcia, F Segovia, IA Illán, .... 2019
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis M Martínez-Ibañez, A Ortiz, J Munilla, D Salas-Gonzalez, JM Górriz, .... 2019
Parkinson’s Disease Detection using isosurfaces-based features and Convolutional Neural Networks A Ortiz, J Munilla, M Martínez, JM Gorriz, J Ramírez, D Salas-Gonzalez. 2019
Statistical Agnostic Mapping: A Framework In Neuroimaging Based On Concentration Inequalities JM Gorriz, S Group. 2019
Power Transformer Forecasting in Smart Grids Using NARX Neural Networks J Ramírez, FJ Martínez-Murcia, F Segovia, A Ortiz, D Salas-González, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, .... 2019
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares J Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, .... 2018
Robust ensemble classification methodology for I123-ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson’s disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Deep convolutional autoencoders vs PCA in a highly-unbalanced Parkinson’s disease dataset: a DaTSCAN study FJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-Barnes, .... 2018
Assessing mild cognitive impairment progression using a spherical brain mapping of magnetic resonance imaging FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, .... 2018
Classification improvement for Parkinson’s disease diagnosis using the gradient magnitude in DaTSCAN SPECT images D Castillo-Barnes, F Segovia, FJ Martinez-Murcia, D Salas-Gonzalez, .... 2018
A Deep Decomposition of MRI to Explore Neurodegeneration in Alzheimer’s Disease FJ Martínez-Murcia, JM Górriz, J Ramírez, D Castillo-Barnes, F Segovia, .... 2018
[123I] FP-CIT SPECT brain imaging for Parkinson’s diagnosis using contour lines M Molina-Molina, D Castillo-Barnes, FJ Martínez-Murcia, F Segovia, .... 2018
Segmentation of Molecular Neuroimages Using Hidden Markov Random Fields in Order to Improve the Assisted Diagnosis of Neurodegenerative Diseases JM Górriz, JA Gómez, J Ramírez, FJ Martinez-Murcia, D Castillo-Barnes, .... 2018
Analysis of I [123]-Ioflupane SPECT intensity iso-surfaces to assist the diagnosis of Parkinsonism D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, FJ Martínez-Murcia, .... 2018
Improved separation of Alzheimer’s disease and related disorders using dual-point amyloid-PET F Segovia, JM Górriz, J Ramírez, D Castillo-Barnes, FJ Martinez-Murcia, .... 2018
Ensemble classification of heterogeneous biomarkers in the diagnosis of Parkinsonism D Castillo-Barnes, J Ramírez, FJ Martínez-Murcia, F Segovia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, .... 2018
Case-based statistical learning: a non-parametric implementation with a conditional-error rate SVM JM Górriz, J Ramírez, J Suckling, IA Illán, A Ortiz, FJ Martínez-Murcia, .... 2017
A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, .... 2017
A semi-supervised learning approach for model selection based on class-hypothesis testing JM Gorriz, J Ramirez, J Suckling, FJ Martínez-Murcia, IA Illan, F Segovia, .... 2017
Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases FJ Martinez-Murcia, JM Górriz, J Ramírez, IA Illán, F Segovia, .... 2017
Evaluating Alzheimer’s disease diagnosis using texture analysis FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, .... 2017
Case-based statistical learning applied to SPECT image classification JM Górriz, J Ramírez, IA Illán, FJ Martínez-Murcia, F Segovia, .... 2017
Automatic separation of Parkinsonian patients and control subjects based on the striatal morphology F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2017
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes JM Górriz, J Ramírez, M Moreno-Caballero, FJ Martínez-Murcia, A Ortiz, .... 2017
On a heavy-tailed intensity normalization of the Parkinson’s Progression Markers Initiative brain database D Castillo-Barnes, C Argal, F Segovia, FJ Martınez-Murcia, IA Illán, .... 2017
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI D Castillo-Barnes, I Peis, FJ Martínez-Murcia, F Segovia, IA Illán, .... 2017
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images JM Górriz, J Ramírez, FJ Martínez-Murcia, IA Illán, F Segovia, .... 2017
Preprocessing of 18F-DMFP-PET data based on hidden markov random fields and the gaussian distribution F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Salas-Gonzalez. 2017
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism F Segovia, D Salas-Gonzalez, JM Górriz, J Ramírez, FJ Martínez-Murcia. 2017
On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy TI Götz, M Ermer, D Salas-González, M Kellermeier, V Strnad, C Bert, .... 2017
Simulating functional brain images in Alzheimer's disease U Vidal-Sanz, FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, .... 2017
MRI brain segmentation using hidden Markov random fields with alpha-stable distributions I Peis, IA Illán, FJ Martínez-Murcia, F Segovia, JM Górriz, J Ramírez, .... 2016
PETRA: A web-based system supporting computer aided diagnosis of alzheimer's disease F Segovia, IA Illán, D Salas-Gonzalez, FJ Martínez-Murcia, A Ortiz, .... 2016
An optimal approach for selecting discriminant regions for the diagnosis of Alzheimer's disease D Salas-Gonzalez, F Segovia, F J Martínez-Murcia, E W Lang, J M Gorriz, .... 2016
Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques J Ramírez, JM Górriz, FJ Martínez-Murcia, F Segovia, D Salas-Gonzalez. 2016
Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism F Segovia, JM Górriz, J Ramırez, D Salas-Gonzalez. 2016
Functional Biomedical Images of Alzheimer's Disease a Green's Functionbased Empirical Mode Decomposition Study S Al-Baddai, A Neubauer, AM Tomé, V Vigneron, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Building a FP-CIT SPECT brain template using a posterization approach D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, .... 2015
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches P Padilla, JM Górriz, J Ramírez, D Salas-Gonzalez, IA Illán. 2015
Projecting MRI brain images for the detection of Alzheimer’s Disease J RAMIREZ, IA ILLAN, D SALAS-GONZALEZ. 2015
Affine registration of [123I] FP-CIT SPECT brain images D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, .... 2015
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing P Padilla, J Ramírez, JM Górriz, D Salas-González, I Alvarez-Illán. 2015
Comparison between different intensity normalization methods in 123I-Ioflupane imaging for the automatic detection of Parkinsonism A Brahim, J Ramirez, JM Górriz, L Khedher, D Salas-Gonzalez. 2015
Correction: Comparison between Different Intensity Normalization Methods in 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism A Brahim, J Ramírez, JM Górriz, L Khedher, D Salas-Gonzalez. 2015
A comparison among several methods for building templates in functional brain imaging R Molina-Masegosa, JM Górriz, J Ramírez, D Salas-González. 2015
Correction: Comparison between Different Intensity Normalization Methods in. sup. 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism A Brahim, J Ramirez, JM Gorriz, L Khedher, D Salas-Gonzalez. 2015
Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution D Salas-Gonzalez, O Horeth, EW Lang, JM Górriz, J Ramírez. 2015
A Posterization Strategy for the Registration of [123I] FP-CIT SPECT Brain Images. D Salas-Gonzalez, EW Lang, JM Górriz, J Ramírez. 2015
Comparison between Different Intensity Normalization Methods in 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism. A Brahim, J Ramírez, JM Gorriz, L Khedher, D Salas-Gonzalez. 2015
Correction: Comparison between Different Intensity Normalization Methods in 123 I-Ioflupane Imaging for the Automatic Detection of Parkinsonism A Brahim, J Ramírez, JM Górriz, L Khedher, D Salas-Gonzalez. 2015
Projecting MRI brain images for the detection of Alzheimer's Disease. FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, D Salas-González, .... 2014
PETRA: Multivariate analyses for neuroimaging data F Segovia-Román, I Álvarez Illán, D Salas-Gonzalez, FJ Martínez-Murcia, .... 2014
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2014
Why using the alpha-stable distribution in neuroimage? D Salas-Gonzalez, JM Górriz, J Ramírez, EW Lang. 2014
PETRA: Multivariate analyses for neuroimaging data. F Segovia, IÁ Illán, D Salas-Gonzalez, FJ Martínez-Murcia, C Phillips, .... 2014
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. P Padilla, J Ramírez, JM Górriz, D Salas-Gonzalez, IÁ Illán. 2014
Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features J Ramírez, JM Górriz, D Salas-Gonzalez, A Romero, M López, I Álvarez, .... 2013
Early diagnosis of Alzheimer’s disease based on partial least squares and support vector machine F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez. 2013
Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, EW Lang. 2013
Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization D Salas-Gonzalez, JM Górriz, J Ramírez, P Padilla, IA Illán. 2013
Automatic orientation of functional brain images for multiplataform software IA Illán, JM Górriz, J Ramirez, D Salas-González, FJ Martínez-Murcia, .... 2013
Early Computer Aided Diagnosis of Parkinson’s Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold P Padilla, JM Górriz, J Ramírez, D Salas-González, I Álvarez. 2013
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira. 2013
Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors A Ortiz, AA Palacio, JM Górriz, J Ramírez, D Salas-González. 2013
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization A Ortiz, JM Gorriz, J Ramírez, D Salas-Gonzalez, .... 2013
Parameterization of the distribution of white and grey matter in MRI using the α-stable distribution D Salas-González, JM Górriz, J Ramírez, M Schloegl, EW Lang, A Ortiz. 2013
Automatic roi selection using som modelling in structural brain mri AO García, JM Górriz, J Ramírez, D Salas-González. 2013
Erratum to “Unsupervised Neural Techniques Applied to MR Brain Image Segmentation” A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2013
Erratum to" unsupervised neural techniques applied to MR brain image segmentation" A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2013
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez, M López, .... 2012
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging IA Illán, JM Górriz, J Ramírez, EW Lang, D Salas-Gonzalez, CG Puntonet. 2012
FDG and PIB biomarker PET analysis for the Alzheimer's disease detection using Association Rules R Chaves, J Ramirez, JM Górriz, IA Illán, D Salas-Gonzalez. 2012
Intensity normalization of FP-cit spect in patients with parkinsonism using the α-stable distribution D Salas-Gonzalez, JM Górriz, J Ramirez, FJ Martínez, R Chaves, .... 2012
Computer aided diagnosis tool for Alzheimer’s disease based on Mann–Whitney–Wilcoxon U-test FJ Martínez-Murcia, JM Górriz, J Ramirez, CG Puntonet, .... 2012
Unsupervised neural techniques applied to MR brain image segmentation A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2012
Optimized segmentation of Brain MRI using GHSOM and evolutive computing. A Ortiz, JM Górriz, J Ramirez, D Salas-Gonzalez. 2012
Optimized segmentation of Brain MRI using GHSOM and evolutive computing A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2012
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, MM López, F Segovia, .... 2011
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2011
NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease P Padilla, M López, JM Górriz, J Ramirez, D Salas-Gonzalez, I Alvarez. 2011
Computer aided diagnosis of Alzheimer’s disease using component based SVM IA Illán, JM Górriz, MM López, J Ramírez, D Salas-Gonzalez, F Segovia, .... 2011
Efficient mining of association rules for the early diagnosis of Alzheimer's disease R Chaves, JM Górriz, J Ramírez, IA Illán, D Salas-Gonzalez, .... 2011
Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2011
Effective Diagnosis of Alzheimer’s Disease by Means of Distance Metric Learning R Chaves, J Ramírez, JM Górriz, D Salas-Gonzalez, M López, I Illán, .... 2011
. Functional Brain Image Preprocessing For Com-puter Aided Diagnosis Systems R Chaves, D Salas-Gonzalez, J Ramırez, JM Gorriz, M Lopez, I Alvarez, .... 2011
. A Comparison between Univariate and Multivariate Supervised Learning for Classification of SPECT Images F Segovia, JM Gorriz, J Ramırez, D Salas-Gonzalez, IA Illan, M Lopez, .... 2011
GMM based SPECT image classification for the diagnosis of Alzheimer’s disease JM Górriz, F Segovia, J Ramírez, A Lassl, D Salas-Gonzalez. 2011
MR brain image segmentation by growing hierarchical SOM and probability clustering A Ortiz, JM Górriz, J Ramirez, D Salas-Gonzalez. 2011
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer’s Disease F Martínez, D Salas-González, J Górriz, J Ramírez, C Puntonet, .... 2011
Bayesian segmentation of magnetic resonance images using the α-stable distribution D Salas-Gonzalez, M Schlögl, JM Górriz, J Ramírez, E Lang. 2011
MRI brain image segmentation with supervised SOM and probability-based clustering method A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez. 2011
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients M López, JM Górriz, J Ramírez, D Salas-Gonzalez, R Chaves, .... 2011
Distance metric learning as feature reduction technique for the Alzheimer’s disease diagnosis R Chaves, J Ramírez, JM Górriz, D Salas-Gonzalez, M López. 2011
Functional Brain Image Preprocessing For Com-puter Aided Diagnosis Systems R Chaves, D Salas-Gonzalez, J Ramırez, JM Gorriz, M Lopez, I Alvarez, .... 2011
A Comparison between Univariate and Multivariate Supervised Learning for Classification of SPECT Images F Segovia, JM Gorriz, J Ramırez, D Salas-Gonzalez, IA Illan, M Lopez, .... 2011
Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, .... 2010
Feature selection using factor analysis for Alzheimer's diagnosis using PET images D Salas‐Gonzalez, JM Górriz, J Ramírez, IA Illán, M López, F Segovia, .... 2010
Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Alvarez, F Segovia, .... 2010
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease IÁ Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, .... 2010
Classification of functional brain images using a GMM-based multi-variate approach F Segovia, JM Górriz, J Ramírez, D Salas-González, I Álvarez, M López, .... 2010
Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis P Padilla, JM Górriz, J Ramirez, R Chaves, F Segovia, I Alvarez, .... 2010
Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction P Padilla, JM Górriz, J Ramírez, EW Lang, R Chaves, F Segovia, M López, .... 2010
Selecting regions of interest in SPECT images using Wilcoxon test for the diagnosis of Alzheimer’s disease D Salas-Gonzalez, JM Górriz, J Ramírez, F Segovia, R Chaves, M López, .... 2010
Effective diagnosis of Alzheimer’s disease by means of association rules R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Illán, .... 2010
Early Alzheimer's disease diagnosis using partial least squares and random forests J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Partial least squares for feature extraction of SPECT images F Segovia, J Ramírez, JM Górriz, R Chaves, D Salas-Gonzalez, M López, .... 2010
Improving the convergence rate in affine registration of pet brain images using histogram matching D Salas-Gonzalez, J Estrada, JM Gorriz, J Ramirez, F Segovia, R Chaves, .... 2010
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer’s Disease P Padilla, JM Górriz, J Ramírez, E Lang, R Chaves, F Segovia, I Álvarez, .... 2010
Exploring Symmetry to Assist Alzheimer’s Disease Diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, P Padilla, .... 2010
Alzheimer's diseases detection in functional images using 2D Gabor wavelet analysis (vol 46, pg 556, 2010) P Padilla, JM Gorriz, J Ramirez, R Chaves, F Segovia, I Alvarez, .... 2010
Modelling with mixture of symmetric stable distributions using Gibbs sampling D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a 18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Alvarez, .... 2009
SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA MM López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Alzheimer's diagnosis using eigenbrains and support vector machines I Álvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, CG Puntonet, .... 2009
Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules M López, J Ramírez, JM Górriz, D Salas-Gonzalez, I Alvarez, F Segovia, .... 2009
Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines D Salas-Gonzalez, JM Górriz, J Ramírez, M López, IA Illan, F Segovia, .... 2009
SPECT image classification using random forests J Ramírez, JM Górriz, R Chaves, M López, D Salas-Gonzalez, I Alvarez, .... 2009
Computer aided diagnosis of the Alzheimer's disease combining spect-based feature selection and random forest classifiers J Ramirez, R Chaves, JM Gorriz, M Lopez, IÁ Lvarez, D Salas-Gonzalez, .... 2009
Automatic system for alzheimer’s disease diagnosis using eigenbrains and bayesian classification rules M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Multivariate approaches for Alzheimer's disease diagnosis using Bayesian classifiers M Lopez, J Ramirez, JM Gorriz, D Salas-Gonzalez, I Alvarez, F Segovia, .... 2009
Support vector machines and neural networks for the alzheimer’s disease diagnosis using pca M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Functional brain image classification techniques for early Alzheimer disease diagnosis J Ramírez, R Chaves, JM Górriz, I Álvarez, M López, D Salas-Gonzalez, .... 2009
Effective detection of the alzheimer disease by means of coronal NMSE SVM feature classification J Ramírez, R Chaves, JM Górriz, I Álvarez, D Salas-Gonzalez, M López, .... 2009
SPECT image classification based on NMSE feature correlation weighting and SVM R Chaves, J Ramirez, JM Gorriz, M Lopez, I Alvarez, D Salas-Gonzalez, .... 2009
Spect image classification techniques for computer aided diagnosis of the alzheimer disease J Ramírez, R Chaves, JM Górriz, M López, D Salas-Gonzalez, I Álvarez, .... 2009
Neurological image classification for the Alzheimer's Disease diagnosis using Kernel PCA and Support Vector Machines M Lopez, J Ramirez, JM Gorriz, D Salas-Gonzalez, IÁ Lvarez, F Segovia, .... 2009
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2009
Automatic selection of ROIs using a model-based clustering approach F Segovia, JM Górriz, J Ramírez, D Salas-González, IA Illán, M López, .... 2009
Independent Component Analysis of SPECT Images to Assist the Alzheimer’s Disease Diagnosis I Álvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, CG Puntonet, .... 2009
Computer aided diagnosis of alzheimer’s disease using principal component analysis and bayesian classifiers M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer’s Disease in Brain SPECT Images Using Welch’s t-Test D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2009
fMRI data analysis using a novel clustering technique F Segovia, JM Górriz, J Ramírez, D Salas-González, IA Illán, M López, .... 2009
Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2009
Automatic selection of ROIs in functional imaging using Gaussian mixture models JM Górriz, A Lassl, J Ramírez, D Salas-Gonzalez, CG Puntonet, EW Lang. 2009
Finite mixture of α-stable distributions D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2009
A heavy-tailed empirical Bayes method for replicated microarray data D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2009
Modelling and assessing differential gene expression using the alpha stable distribution D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2009
The International Journal of Biostatistics D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2009
Alzheimer’s diagnosis using eigenbrains and support vector machines I Alvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Automatic computer aided diagnosis tool using component-based SVM JM Górriz, J Ramírez, A Lassl, D Salas-Gonzalez, EW Lang, CG Puntonet, .... 2008
Early detection of the alzheimer disease combining feature selection and kernel machines J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Álvarez, F Segovia, .... 2008
Automatic classification system for the diagnosis of alzheimer disease using Component-Based SVM aggregations I Álvarez, M López, JM Górriz, J Ramírez, D Salas-Gonzalez, CG Puntonet, .... 2008
Computer aided diagnosis of alzheimer disease using support vector machines and classification trees D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2008
Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images D Salas-Gonzalez, JM Górriz, J Ramírez, A Lassl, CG Puntonet. 2008
Clustering approach for the classificarion of spect images A Lassl, JM Górriz, J Ramírez, D Salas-Gonzalez, CG Puntonet, EW Lang. 2008
A comparison of nonlinear least-square optimization methods in affine registration of SPECT images D Salas-Gonzalez, JM Gorriz, J Ramirez, A Lassl, CG Puntonet, EW Lang, .... 2008
Neural networks and Principal Component Analysis applied to Automatic Radar Target Recognition based on Natural Resonances. JA Garzón-Guerrero, D Salas-Gonzalez, DP Ruiz, MC Carrión. 2008
Modelos de mezcla de distribuciones alfa estables. Aplicación a micromatrices de expresión genética DS González. 2008
Modelos de mezcla de distribuciones [alfa]-estables. Aplicación a micromatrices de expresión genética D Salas-González. 2008
Estimation of mixtures of symmetric alpha stable distributions with an unknown number of components D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2006
Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components D Salas-Gonzalez, EE Kuruoglu, DP Ruiz. 2006

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