Listado de producción
Listando 58 resultados
| Titulo | Año | Tipo |
|---|---|---|
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes, Carmen Jiménez Mesa
|
2021 | Articulo |
Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes, Jacob Rodriguez Rivero, Carmen Jiménez Mesa
|
2020 | Articulo |
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2020 | Articulo |
Optimized One vs One approach in multiclass classification for early Alzheimer’s Disease and Mild Cognitive Impairment diagnosis
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes, Carmen Jiménez Mesa
|
2020 | Articulo |
Automated detection and segmentation of non-mass enhancing breast tumors with dynamic contrast-enhanced magnetic resonance imaging
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2018 | Articulo |
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2018 | Articulo |
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer’s with Visual Support
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2017 | Articulo |
A Semi-Supervised Learning Approach for Model Selection Based on Class-Hypothesis Testing
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2017 | Articulo |
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2017 | Articulo |
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
2017 | Articulo |
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2017 | Articulo |
Intensity normalization in the analysis of functional DaTSCAN SPECT images: the alpha-stable distribution-based normalization method vs other approaches
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE
|
2015 | Articulo |
Distinguishing Parkinson’s disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2015 | Articulo |
Building a FP-CIT SPECT Brain Template Using a Posterization Approach
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE, Francisco Jesús Martínez-Murcia
|
2015 | Articulo |
Digital image analysis for automatic enumeration of malaria parasites using morphological operations
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, Juan Eloy Arco Martín
|
2015 | Articulo |
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer’s Disease diagnosis
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2015 | Articulo |
Spatial component analysis of MRI data for Alzheimer’s disease diagnosis: a Bayesian network approach
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2014 | Articulo |
COMPUTER AIDED DIAGNOSIS OF ALZHEIMER’S TYPE DEMENTIA COMBINING SUPPORT VECTOR MACHINES AND DISCRIMINANT SET OF FEATURES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan
|
2013 | Articulo |
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, Francisco Jesús Martínez-Murcia
|
2013 | Articulo |
Linear intensity normalization of FP-CIT SPECT brain images using the alpha-stable distribution
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan
|
2013 | Articulo |
Early diagnosis of Alzheimer’s disease based on Partial Least Squares and Support Vector Machine
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2013 | Articulo |
Functional Activity maps based on significance measures and Independent Component Analysis
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, Francisco Jesús Martínez-Murcia
|
2013 | Articulo |
Automatic detection of parkinsonism using significance measures and component analysis in DatSCAN imaging
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, Francisco Jesús Martínez-Murcia
|
2013 | Articulo |
Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE
|
2013 | Articulo |
NMF-SVM Based Cad Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer’s Disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE
|
2012 | Articulo |
Effective diagnosis of Alzheimer’s disease by means of large margin-based methodology
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2012 | Articulo |
Automatic assistance to Parkinson’s disease diagnosis in DaTSCAN SPECT imaging
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2012 | Articulo |
Bilateral symmetry aspects in computer-aided Alzheimer’s disease diagnosis by single-photon emission-computed tomography imaging
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan
|
2012 | Articulo |
On the empirical mode decomposition applied to the analysis of brain SPECT images
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan
|
2012 | Articulo |
A comparative study of feature extraction methods for the diagnosis of Alzheimer’s Disease using the ADNI database
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2012 | Articulo |
Improved Parkinsonism diagnosis using a partial least squares based approach
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2012 | Articulo |
TWO APPROACHES FOR SELECTING SET OF VOXELS FOR THE DIAGNOSIS OF ALZHEIMER’S USING BRAIN SPECT IMAGES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Articulo |
EFFICIENT MINING OF ASSOCIATION RULES FOR THE EARLY DIAGNOSIS OF ALZHEIMER’S DISEASE
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan
|
2011 | Articulo |
COMPUTER AIDED DIAGNOSIS OF ALZHEIMER’S DISEASE USING COMPONENT BASED SVM
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Articulo |
PRINCIPAL COMPONENT ANALYSIS-BASED TECHNIQUES AND SUPERVISED CLASSIFICATION SCHEMES FOR THE EARLY DETECTION OF ALZHEIMER’S DISEASE
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2011 | Articulo |
FUNCTIONAL BRAIN IMAGE PREPROCESSING FOR COMPUTER AIDED DIAGNOSIS SYSTEMS
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Capítulo de libro |
FUNCTIONAL IMAGE CLASSIFICATION TECHNIQUES FOR EARLY ALZHEIMER’S DISEASE DETECTION
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Capítulo de libro |
A COMPARISON BETWEEN UNIVARIATE AND MULTIVARIATE SUPERVISED LEARNING FOR CLASSIFICATION OF SPECT IMAGES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Capítulo de libro |
18F-FDG PET IMAGING ANALYSIS FOR COMPUTER AIDED ALZHEIMER’S DIAGNOSIS
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2011 | Articulo |
COMPUTER-AIDED DIAGNOSIS OF ALZHEIMER’S DISEASE USING SUPPORT VECTOR MACHINES AND CLASSIFICATION TREES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2010 | Articulo |
FEATURE SELECTION USING FACTOR ANALYSIS FOR ALZHEIMER’S DIAGNOSIS USING F-FDG PET IMAGES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
ALZHEIMER’S DISEASE DETECTION IN FUNCTIONAL IMAGES USING 2D GABOR WAVELET ANALYSIS
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
ANALYSIS OF SPECT BRAIN IMAGES FOR THE DIAGNOSIS OF ALZHEIMER’S DISEASE BASED ON NMF FOR FEATURE EXTRACTION
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
CLASSIFICATION OF FUNCTIONAL BRAIN IMAGES USING A GMM-BASED MULTI-VARIATE APPROACH
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
COMPUTER AIDED DIAGNOSIS SYSTEM FOR THE ALZHEIMER’S DISEASE BASED ON PARTIAL LEAST SQUARES AND RANDOM FOREST SPECT IMAGE CLASSIFICATION
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
PROJECTING INDEPENDENT COMPONENTS OF SPECT IMAGES FOR COMPUTER AIDED DIAGNOSIS OF ALZHEIMER’S DISEASE
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
Alzheimer’s disease detection in functional images using 2D Gabor wavelet analysis
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
Classification of functional brain images using a GMM-based multi-variate approach
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, PABLO PADILLA DE LA TORRE
|
2010 | Articulo |
ANÁLISIS EN COMPONENTES DE IMÁGENES FUNCIONALES PARA LA AYUDA AL DIAGNÓSTICO DE LA ENFERMEDAD DE ALZHEIMER
JAVIER RAMÍREZ PÉREZ DE INESTROSA (Director), JUAN MANUEL GORRIZ SAEZ (Director), Ignacio Alvarez Illan (Doctorando)
|
2009 | Tesis Doctoral |
SPECT IMAGE CLASSIFICATION USING RANDOM FORESTS
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
SVM-BASED CAD SYSTEM FOR EARLY DETECTION OF THE ALZHEIMER’S DISEASE USING KERNEL PCA AND LDA
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
SVM-BASED COMPUTER-AIDED DIAGNOSIS OF THE ALZHEIMER’S DISEASE USING T-TEST NMSE FEATURE SELECTION WITH FEATURE CORRELATION WEIGHTING
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
ANALYSIS OF SPECT BRAIN IMAGES FOR THE DIAGNOSIS OF ALZHEIMER’S DISEASE USING MOMENTS AND SUPPORT VECTOR MACHINES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
DIELECTRIC BRANES IN NON-TRIVIAL BACKGROUNDS
Ignacio Alvarez Illan
|
2009 | Articulo |
AUTOMATIC TOOL FOR ALZHEIMER’S DISEASE DIAGNOSIS USING PCA AND BAYESIAN CLASSIFICATION RULES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
ALZHEIMER’S DIAGNOSIS USING EIGENBRAINS AND SUPPORT VECTOR MACHINES
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan, FERMÍN SEGOVIA ROMÁN
|
2009 | Articulo |
SVM-based computer-aided diagnosis of the Alzheimer’s disease using t-test NMSE feature selection with feature correlation weighting
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, Ignacio Alvarez Illan
|
2009 | Articulo |
ON THE GAUGE INVARIANCE AND COORDINATE TRANSFORMATIONS OF NON-ABELIAN D-BRANE ACTIONS
Ignacio Alvarez Illan
|
2005 | Articulo |