Ignacio Álvarez Illán

发表

SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

J. Ramírez, J. Górriz, R. Chaves, 2009, Neuroscience Letters.

Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

J. Ramírez, J. Górriz, C. Puntonet, 2010, Medical physics.

Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

J. Ramírez, J. Górriz, C. Puntonet, 2010, Medical physics.

Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

F. Segovia, R. Chaves, J. M. Górriz, 2010, Neuroscience Letters.

Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction

F. Segovia, R. Chaves, D. Salas-González, 2010, Neuroscience Letters.

Classification of functional brain images using a GMM-based multi-variate approach

F. Segovia, J. M. Górriz, P. Padilla, 2010, Neuroscience Letters.

Alzheimer's diagnosis using eigenbrains and support vector machines

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2009 .

Statistical feature selection and classification models for Alzheimer's disease progression assessment

Francisco J. Martínez-Murcia, F. J. Martínez-Murcia, J. Ramírez, 2016, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD).

Neurological image classification for the Alzheimer's Disease diagnosis using Kernel PCA and Support Vector Machines

F. Segovia, D. Salas-Gonzalez, R. Chaves, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2010 .

nalysis of SPECT brain images for the diagnosis of Alzheimer ’ s disease using oments and support vector machines

J. Ramírez, J. Górriz, C. Puntonet, 2009 .

Intensity normalization of FP-CIT SPECT in patients with Parkinsonism using the α-stable distribution

J. M. Gorriz, F. Segovia, D. Salas-Gonzalez, 2012, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC).

Recent Advances in Biomedical Signal Processing

Sabine Van Huffel, Misha Pavel, Alberto Olivares, 2012 .

Case-based statistical learning applied to SPECT image classification

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, Medical Imaging.

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2010, Pattern Recognit. Lett..

FDG and PIB biomarker PET analysis for the Alzheimer's disease detection using Association Rules

J. M. Gorriz, R. Chaves, J. Ramírez, 2012, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC).

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

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, Front. Neuroinform..

Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2014, Front. Comput. Neurosci..

NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2012, IEEE Transactions on Medical Imaging.

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2011, Neurocomputing.

A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2012, Neurocomputing.

Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging

Thomas Helbich, Javier Ramirez, Katja Pinker, 2018, Contrast media & molecular imaging.

Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI pdf

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, ArXiv.

Automated detection and segmentation of non-mass enhancing breast tumors with dynamic contrast-enhanced magnetic resonance imaging

Javier Ramirez, Ignacio Alvarez Illan, Juan M. Gorriz, 2018, 1803.04200.

PETRA: Multivariate analyses for neuroimaging data

Carlos G. Puntonet, Ignacio A. Illán, Diego Salas-Gonzalez, 2014, IWBBIO.

18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2011, Inf. Sci..

Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, ISNN.

On the gauge invariance and coordinate transformations of non-abelian D-brane actions

Ignacio Álvarez Illán, J. Adam, B. Janssen, 2005, hep-th/0507198.

Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2013, Comput. Math. Methods Medicine.

Effective diagnosis of Alzheimer’s disease by means of large margin-based methodology

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2012, BMC Medical Informatics and Decision Making.

Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2011, Digit. Signal Process..

Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, IWINAC.

Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, IWANN.

Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, IWANN.

Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees

D Salas-Gonzalez, J M Górriz, J Ramírez, 2010, Physics in medicine and biology.

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support

Juan Manuel Górriz, Abdelbasset Brahim, Laila Khedher, 2017, Int. J. Neural Syst..

3D Gabor Filters for Chest Segmentation in DCE-MRI

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, HAIS.

On the empirical mode decomposition applied to the analysis of brain SPECT images

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2012, Expert Syst. Appl..

Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2012, Artif. Intell. Medicine.

Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging.

F Segovia, I A Illan, J M Gorrz, 2012, Medical physics.

Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares

for the Alzheimer's Disease Neuroimaging Initiative, J. Ramírez, Francisco J. Martínez-Murcia, 2017, Journal of Neuroscience Methods.

Digital image analysis for automatic enumeration of malaria parasites using morphological operations

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2015, Expert Syst. Appl..

Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis

Jorge Munilla, Javier Ramírez, Andrés Ortiz, 2015, Front. Comput. Neurosci..

Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2013, Inf. Sci..

Computer aided diagnosis of Alzheimer's disease using component based SVM

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2011, Appl. Soft Comput..

Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines

Javier Ramírez, Diego Salas-Gonzalez, Juan M. Górriz, 2009, Neuroscience Letters.

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2014, Neurocomputing.

Automatic computer aided diagnosis tool using component-based SVM

A. Lassl, J. Ramirez, D. Salas-Gonzalez, 2008, 2008 IEEE Nuclear Science Symposium Conference Record.

Granger causality-based information fusion applied to electrical measurements from power transformers

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2020, Inf. Fusion.

Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, MIUA.

Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2019, IWINAC.

Periodogram Connectivity of EEG Signals for the Detection of Dyslexia

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2019, IWINAC.

Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2009 .

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2013, Expert Syst. Appl..

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

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, Front. Neuroinform..

Functional activity maps based on significance measures and Independent Component Analysis

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2013, Comput. Methods Programs Biomed..

A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2015, IWINAC.

Empirical Mode Decomposition as a feature extraction method for Alzheimer's Disease Diagnosis

A. Gallix, A. Rojas, S. M. Gorriz, 2012, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC).

Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks

Ignacio A. Illán, Rodney G. Roberts, Anke Meyer-Bäse, 2017, Front. Comput. Neurosci..

Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution

Javier Ramírez, Ignacio A. Illán, Diego Salas-Gonzalez, 2013, NeuroImage.

Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, SOCO-CISIS-ICEUTE.

Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, IWINAC.

Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2015, Front. Comput. Neurosci..

Efficient mining of association rules for the early diagnosis of Alzheimer's disease

J M Górriz, R Chaves, J Ramírez, 2011, Physics in medicine and biology.

Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2013, IWINAC.

Effective Diagnosis of Alzheimer's Disease by Means of Association Rules

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2010, HAIS.

Improved Parkinsonism diagnosis using a partial least squares based approach.

F Segovia, J M Górriz, J Ramírez, 2012, Medical physics.

SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA

I. Álvarez, R. Chaves, J. M. Górriz, 2009, Neuroscience Letters.

Functional brain image classification using association rules defined over discriminant regions

Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, 2012, Pattern Recognit. Lett..

Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data

Juan Manuel Górriz, Abdelbasset Brahim, Laila Khedher, 2015, IWINAC.

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

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2015, Neuroinformatics.

fMRI data analysis using a novel clustering technique

C.G. Puntonet, F. Segovia, J.M. Gorriz, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

Classification of SPECT Images Using Clustering Techniques Revisited

Juan Manuel Górriz, Javier Ramírez, Miriam Romero López, 2009, IWINAC.

Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2013, Expert Syst. Appl..

Partial Least Squares for Feature Extraction of SPECT Images

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2010, HAIS.

Automatic selection of ROIs using a model-based clustering approach

P. Padilla, C.G. Puntonet, F. Segovia, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA

J. Ramírez, J. Górriz, R. Chaves, 2009, Neuroscience Letters.

PETRA: A web-based system supporting computer aided diagnosis of alzheimer's disease

F. Segovia, D. Salas-Gonzalez, J. Ramírez, 2016, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD).

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2011, IWINAC.

Computer aided diagnosis of Alzheimer's disease using component based SVM

J. Ramírez, J. Górriz, C. Puntonet, 2011, Appl. Soft Comput..

Early Alzheimer's disease diagnosis using partial least squares and random forests

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Computer aided diagnosis of the Alzheimer's disease combining SPECT-based feature selection and random forest classifiers

F. Segovia, D. Salas-Gonzalez, R. Chaves, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

SPECT image classification based on NMSE feature correlation weighting and SVM

F. Segovia, D. Salas-Gonzalez, R. Chaves, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2011, HAIS.

Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2010, HAIS.

Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Multivariate approaches for Alzheimer's disease diagnosis using Bayesian classifiers

F. Segovia, J.M. Gorriz, J. Ramirez, 2009, 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC).

Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, ICONIP.

Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, IWANN.

SPECT image classification using random forests

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2009 .

Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, ISNN.

Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers

Juan Manuel Górriz, Carlos García Puntonet, Diego Salas-Gonzalez, 2009, ISNN.

Machine learning for accurate differentiation of benign and malignant breast tumors presenting as non-mass enhancement

Amirhessam Tahmassebi, Simon Y. Foo, Javier Ramirez, 2018, Commercial + Scientific Sensing and Imaging.

A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, IWINAC.

A semi-supervised learning approach for model selection based on class-hypothesis testing

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2017, Expert Syst. Appl..