D. Salas-González

发表

Recent Advances in Biomedical Signal Processing

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

Erratum to "Unsupervised Neural Techniques Applied to MR Brain Image Segmentation"

Andrés Ortiz, Juan Manuel Górriz, Diego Salas-Gonzalez, 2013, Advances in Artificial Neural Systems.

Case-based statistical learning applied to SPECT image classification

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

Power Transformer Forecasting in Smart Grids Using NARX Neural Networks

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, 2020 .

Optimized segmentation of Brain MRI using GHSOM and evolutive computing

Andrés Ortiz, Juan Manuel Górriz, Diego Salas-Gonzalez, 2012, KES.

Assessing Mild Cognitive Impairment Progression using a Spherical Brain Mapping of Magnetic Resonance Imaging.

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2018, Journal of Alzheimer's disease : JAD.

Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease

Juan Manuel Górriz, Christophe Phillips, Yudong Zhang, 2020, Neurocomputing.

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..

Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2013, Appl. Soft Comput..

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.

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.

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.

Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2008 .

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.

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Diego Salas-Gonzalez, 2018, Front. Neuroinform..

Modelling with mixture of symmetric stable distributions using Gibbs sampling

Diego P. Ruiz, Diego Salas-Gonzalez, Ercan E. Kuruoglu, 2010, Signal Process..

Improved separation of Alzheimer’s disease and related disorders using dual-point amyloid-PET

P. Sopena-Novales, F. Segovia, J. M. Górriz, 2018, 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC).

Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Carlos García Puntonet, 2012, Expert Syst. Appl..

Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning

Li Su, Hiroshi Mori, Andrés Ortiz, 2020, Inf. Fusion.

Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Carlos García Puntonet, 2011, IWINAC.

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

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

Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM

J. M. GÓRRIZ, J. RAMÍREZ, J. SUCKLING, 2017, IEEE Access.

Comparison between Different Intensity Normalization Methods in 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism

J. Ramírez, J. Górriz, A. Brahim, 2015, PloS one.

Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2014, Inf. Sci..

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.

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..

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..

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 selection of ROIs in functional imaging using Gaussian mixture models

A. Lassl, J. M. Górriz, D. Salas-Gonzalez, 2009, Neuroscience Letters.

Clustering approach for the classificarion of SPECT images

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

Automatic computer aided diagnosis tool using component-based SVM

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

Finite mixture of alpha Stable distributions

Diego P. Ruiz, Diego Salas-Gonzalez, Ercan E. Kuruoglu, 2007 .

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

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

Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2020, Int. J. Neural Syst..

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.

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.

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

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

Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Diego Salas-Gonzalez, 2018, SOCO-CISIS-ICEUTE.

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..

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

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

Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks

Jorge Munilla, Juan Manuel Górriz, Diego Salas-Gonzalez, 2019, Front. Neuroinform..

Expectation-Maximization algorithm for finite mixture of α-stable distributions

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2020, Neurocomputing.

Automatic ROI Selection Using SOM Modelling in Structural Brain MRI

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

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 Statistical Learning: A Non Parametric Implementation Applied to SPECT Images

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

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.

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

G. J. Nalepa, J. M. Cuadra, Francisco J. Martínez-Murcia, 2023, Inf. Fusion.

Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images

Francisco J. Martínez-Murcia, J. Ramírez, J. Górriz, 2022, Int. J. Neural Syst..

Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease

J. Ramírez, J. Górriz, J. E. Arco, 2022, IWINAC.

Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2015, IWBBIO.

Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors

Andrés Ortiz, Juan Manuel Górriz, Diego Salas-Gonzalez, 2013, Comput. Math. Methods Medicine.

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

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

On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy

E W Lang, A M Tomé, Ch Bert, 2017, Physics in medicine and biology.

Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Diego Salas-Gonzalez, 2018, SOCO-CISIS-ICEUTE.

Connected system for monitoring electrical power transformers using thermal imaging

Francisco J. Martínez-Murcia, F. Segovia, I. A. Illán, 2023, Integrated Computer-Aided Engineering.

GMM based SPECT image classification for the diagnosis of Alzheimer's disease

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2011, Appl. Soft Comput..

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).

Parameterization of the distribution of white and grey matter in MRI using the αα-stable distribution

Juan Manuel Górriz, Elmar Wolfgang Lang, Diego Salas-Gonzalez, 2013, Comput. Biol. Medicine.

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).

Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components

Diego P. Ruiz, Diego Salas-Gonzalez, Ercan E. Kuruoglu, 2006, 2006 14th European Signal Processing Conference.

Estimation of Mixtures of Symmetric Alpha Stable Distributions With an Unknown Number of Components

Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego Pablo Ruiz Padillo, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

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

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

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).

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).

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

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

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.

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.

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).

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).

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.

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

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

Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2016, 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

Finite mixture of alpha-stable distributions

D. Salas-González, E. Kuruoğlu, Diego P. Ruiz, 2009, Digit. Signal Process..

A simplified QRS decision stage based on the DFT coefficients

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Edinburgh Research Explorer Computational Approaches to Explainable Artificial Intelligence

Francisco J. Martínez-Murcia, J. M. Ferrández-Vicente, R. Martínez-Tomás, 2022 .

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..