R. Chaves

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.

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 .

Alzheimer’s Disease Classification by Extracting Salient Brain Patterns

J. Ramírez, R. Chaves, 2018 .

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 .

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).

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.

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

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

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.

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.

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

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

Association rule-based feature selection method for Alzheimer's disease diagnosis

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2012, Expert Syst. Appl..

Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis

Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, 2013, Expert Syst. Appl..

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.

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

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

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..

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

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

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).

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).

Feature selection using factor analysis for Alzheimer's diagnosis using F18-FDG PET images.

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

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.

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).

Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis

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

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.

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).

SPECT image classification using random forests

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