Listado de producción
Listando 53 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 |
Artificial intelligence within the interplay between natural and artificial Computation: advances in data science, trends and applications
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN, FRANCISCO CHARTE OJEDA, Francisco Jesús Martínez-Murcia, Francisco David Charte Luque
|
2020 | Articulo |
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer¿s disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, FERMÍN SEGOVIA ROMÁN, Diego Castillo Barnes
|
2020 | Articulo |
A Machine Learning Approach to Reveal the Neuro-Phenotypes of Autisms
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
2019 | Articulo |
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2019 | Articulo |
Assessing Mild Cognitive Impairment Progression using a Spherical Brain Mapping of Magnetic Resonance Imaging
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2018 | Articulo |
Robust Ensemble Classification Methodology for I123-Ioflupane {SPECT} Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson’s Disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia, Diego Castillo Barnes
|
2018 | Articulo |
Using CT Data to Improve the Quantitative Analysis of 18F-FBB PET Neuroimages
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
2018 | Articulo |
Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
2018 | Articulo |
Usefulness of Dual-Point Amyloid PET Scans in Appropriate Use Criteria: A Multicenter Study
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
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 |
Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
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 |
Preprocessing of 18F-DMFP-PET Data Based on Hidden Markov Random Fields and the Gaussian Distribution
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
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 |
Combining feature extraction methods to assist the diagnosis of Alzheimer¿s disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
2016 | Articulo |
An Optimal Approach for Selecting Discriminant Regions for the Diagno- sis of Alzheimer’s Disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, FERMÍN SEGOVIA ROMÁN, Francisco Jesús Martínez-Murcia
|
2016 | Articulo |
Support for distinct subcomponents of spatial working memory: A double dissociation between spatial-simultaneous and spatial-sequential performance in unilateral neglect
FERMÍN SEGOVIA ROMÁN
|
2015 | Articulo |
Early diagnosis of Alzheimer¿s disease based on Partial Least Squares, Principal Component Analysis and Support Vector Machine using segmented MRI images
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
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 |
Combining PET images and neuropsychological test data for automatic diagnosis of Alzheimer¿s disease
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
2014 | Articulo |
Visual neglect: Is there a relationship between impaired spatial working memory and re-cancellation?
FERMÍN SEGOVIA ROMÁN
|
2014 | Articulo |
Cortical and subcortical contributions to state- and strength-based perceptual judgments
FERMÍN SEGOVIA ROMÁN
|
2014 | Articulo |
Identifying endophenotypes of autism: a multivariate approach
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, FERMÍN SEGOVIA ROMÁN
|
2014 | 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 |
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 |
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 |
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 |
GMM BASED SPECT IMAGE CLASSIFICATION FOR THE DIAGNOSIS OF ALZHEIMER’S DISEASE
JAVIER RAMÍREZ PÉREZ DE INESTROSA, JUAN MANUEL GORRIZ SAEZ, DIEGO SALAS GONZÁLEZ, 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 |
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 |
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 |
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 |
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 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 |
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 |
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 |
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 |