Juan Manuel Górriz

发表

Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Jorge Munilla, 2019, Neurocomputing.

Denoising using local projective subspace methods

Fabian J. Theis, Juan Manuel Górriz, Peter Gruber, 2006, Neurocomputing.

Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2015, IWINAC.

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.

Brain Connectivity Analysis: A Short Survey

Juan Manuel Górriz, Elmar Wolfgang Lang, Ana Maria Tomé, 2012, Comput. Intell. Neurosci..

Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution

Juan Manuel Górriz, Elmar Wolfgang Lang, Diego Salas-Gonzalez, 2011, HAIS.

Higher-order statistics to detect and characterise termite emissions

Juan Manuel Górriz, J. J. G. de la Rosa, I. Lloret, 2004 .

Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images

Juan Manuel Górriz, Javier Ramírez, M. M. López, 2013, Expert Syst. Appl..

Exploring Symmetry to Assist Alzheimer's Disease Diagnosis

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

Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2015, Neurocomputing.

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..

Using frequency analysis to improve the precision of human body posture algorithms based on Kalman filters

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2016, Comput. Biol. Medicine.

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..

Hybridizing Genetic Algorithms with ICA in Higher Dimension

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2004, ICA.

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..

SVM-Enabled Voice Activity Detection

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, ISNN.

Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

A new model for time-series forecasting using radial basis functions and exogenous data

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2004, Neural Computing & Applications.

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.

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..

Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data

Fabian J. Theis, Juan Manuel Górriz, Elmar Wolfgang Lang, 2008, ICCS.

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.

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

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

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

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

SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients

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

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.

SPECT image classification using random forests

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

Brain Status Data Analysis by Sliding EMD

Juan Manuel Górriz, Elmar Wolfgang Lang, Ana Maria Tomé, 2011, IWINAC.

Projecting MRI brain images for the detection of Alzheimer's Disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Diego Salas-Gonzalez, 2014, InMed.

Time Series Prediction using ICA Algorithms vs. Parallel Neural Networks

Juan Manuel Górriz, Carlos G. Puntonet, M. Salmeron, 2004 .

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

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

Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA

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

Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2016, SOCO-CISIS-ICEUTE.

Functional Image Classification Techniques For Early Alzheimer’s Disease Detection

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

Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes

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

Speech Event Detection Using Support Vector Machines

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, International Conference on Computational Science.

Improving ductal carcinoma in situ classification by convolutional neural network with exponential linear unit and rank-based weighted pooling

Yudong Zhang, Suresh Chandra Satapathy, Juan Manuel Górriz, 2020, Complex & Intelligent Systems.

RF fingerprint measurements for the identification of devices in wireless communication networks based on feature reduction and subspace transformation

Juan Manuel Górriz, Javier Ramírez, Pablo Padilla, 2014 .

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

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

GA-ICA algorithms applied to image processing

Juan Manuel Górriz, Carlos García Puntonet, J. Górriz, 2005, WSTST.

Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression

Ming Yang, Bin Liu, Yudong Zhang, 2017, IWINAC.

Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio

Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, 2012, KES.

Improving ICA Algorithms Applied to Predicting Stock Returns

Juan Manuel Górriz, Carlos García Puntonet, Rubén Martín-Clemente, 2004, ICETE.

An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2004, ICA.

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

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

Automatic ROI Selection Using SOM Modelling in Structural Brain MRI

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

Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach

Juan Manuel Górriz, Carlos García Puntonet, Rubén Martín-Clemente, 2004, ICA.

Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation

Juan Manuel Górriz, Olga Valenzuela, Fernando Rojas Ruiz, 2005, IWANN.

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

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

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.

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Andrés Ortiz, 2018, Int. J. Neural Syst..

Support Vector Machine Failure in Imbalanced Datasets

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

Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, RAMBO+BIA+TIA@MICCAI.

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).

Convergence Analysis of a GA-ICA Algorithm

Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas Ruiz, 2005, IWINAC.

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..

Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2019, Int. J. Neural Syst..

A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images

Juan Manuel Górriz, Javier Ramírez, Manuel Gómez-Río, 2011, IWINAC.

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

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

Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling

Francisco Jesús Martínez-Murcia, Jorge Munilla, Juan Manuel Górriz, 2019, Int. J. Neural Syst..

Hybrid SOM-SVM Algorithm for Real Time Series Forecasting

Juan Manuel Górriz, Elmar Wolfgang Lang, Carlos García Puntonet, 2004, ICINCO.

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).

Hard C-means clustering for voice activity detection

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2006, Speech Commun..

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.

Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization

Andrés Ortiz, Juan Manuel Górriz, Diego Salas-Gonzalez, 2013, Neurocomputing.

Wavelets Transforms Applied to Termite Detection

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2005, 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications.

Ensemble Tree Learning Techniques for Magnetic Resonance Image Analysis

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2016 .

Theoretical Method for Solving BSS-ICA Using SVM

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2004, ICA.

Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis

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

Multivariate Pattern Analysis Techniques for Electroencephalography Data to Study Flanker Interference Effects

Juan Manuel Górriz, María Ruz, David Lopez-Garcia, 2020, Int. J. Neural Syst..

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

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

Improved Voice Activity Detection Using Contextual Multiple Hypothesis Testing for Robust Speech Recognition

Juan Manuel Górriz, Javier Ramírez, José C. Segura, 2007, IEEE Transactions on Audio, Speech, and Language Processing.

Testing for Independence and Lrt for VAD

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2005, Int. J. Inf. Acquis..

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.

Fuzzy Computer-Aided Alzheimer's Disease Diagnosis Based on MRI Data.

Juan Manuel Górriz, Javier Ramírez, Anton Popov, 2016, Current Alzheimer research.

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

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

SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition

Juan Manuel Górriz, Elmar Wolfgang Lang, Javier Ramírez, 2012, KES.

Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation

Fabian J. Theis, Juan Manuel Górriz, Kurt Stadlthanner, 2005, ISBMDA.

Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression

Bin Liu, Juan Manuel Górriz, Javier Ramírez, 2019, Integr. Comput. Aided Eng..

Fuzzy classification of Alzheimer's disease using statistical moments

Juan Manuel Górriz, Javier Ramírez, Anton Popov, 2015, 2015 IEEE 35th International Conference on Electronics and Nanotechnology (ELNANO).

Bispectrum-Based Statistical Tests for VAD

Fabian J. Theis, Juan Manuel Górriz, Javier Ramírez, 2005, ICANN.

Higher-order Statistics Interpretation. Application to Power-Quality Characterization

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2007, SIGMAP.

Meta-heuristics hybridizing independent component analysis with genetic algorithms

Juan Manuel Górriz, Elmar Wolfgang Lang, Carlos García Puntonet, 2004, Proceedings of the 2004 11th IEEE International Conference on Electronics, Circuits and Systems, 2004. ICECS 2004..

A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images

Juan Manuel Górriz, Elmar Wolfgang Lang, Diego Salas-Gonzalez, 2015, VISAPP.

Frequency Calibrations with Conventional Time Interval Counters via GPS Traceability

Juan Manuel Górriz, Carlos García Puntonet, Matías Liñán Reyes, 2006, ICEIS.

An Efficient VAD Based on a Generalized Gaussian PDF

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2007, NOLISP.

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

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

Functional brain image classification using association rules defined over discriminant regions

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

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.

LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2013, Pattern Recognit. Lett..

Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2015, Neurocomputing.

Automatic Determination of Validity of Input Data Used in Ellipsoid Fitting MARG Calibration Algorithms

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2013, Sensors.

Introduction

José Manuel Ferrández, Diego Andina, Juan Manuel Górriz, 2020, Int. J. Neural Syst..

Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing

Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, 2014, InMed.

Case-based statistical learning applied to SPECT image classification

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

Automatic Orientation of Functional Brain Images for Multiplataform Software

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

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

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

Fuzzy Logic Speech/Non-speech Discrimination for Noise Robust Speech Processing

Juan Manuel Górriz, Javier Ramírez, José C. Segura, 2006, International Conference on Computational Science.

Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis

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

Periodogram Connectivity of EEG Signals for the Detection of Dyslexia

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

Recent Advances in Biomedical Signal Processing

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

Editorial (Thematic Issue: Statistical Signal Processing in the Analysis, Characterization and Detection of Alzheimer's Disease)

Michael W. Weiner, Juan Manuel Górriz, Javier Ramírez, 2016 .

Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2010, HAIS.

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.

New Model for Time-Series Forecasting Using RBFs and Exogenous Data

Juan Manuel Górriz, Moisés Salmerón, J. J. G. de la Rosa, 2003 .

Optimizing blind source separation with guided genetic algorithms

R. Martin, Juan Manuel Górriz, Elmar Wolfgang Lang, 2006, Neurocomputing.

Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays

Fabian J. Theis, Dominik Lutter, Juan Manuel Górriz, 2007, ICA.

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Francisco Herrera, Richard J. Duro, Paulo Novais, 2020, Neurocomputing.

Voice Activity Detection. Fundamentals and Speech Recognition System Robustness

Juan Manuel Górriz, José C. Segura, Javier Ramírez, 2007 .

PET Image Classification Using HHT-Based Features Through Fractal Sampling

Juan Manuel Górriz, Alberto Peinado, Javier Ramírez, 2017, IWINAC.

Revised Contextual LRT for Voice Activity Detection

Juan Manuel Górriz, Javier Ramírez, José C. Segura, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Detection of (In)activity Periods in Human Body Motion Using Inertial Sensors: A Comparative Study

Alberto Olivares, Miguel Damas, Juan Manuel Górriz, 2012, Sensors.

Bispectrum Estimators for Voice Activity Detection and Speech Recognition

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2005, NOLISP.

A Genetic Algorithm for Solving BSS-ICA

Juan Manuel Górriz, Carlos García Puntonet, 2004, WSC.

Computer-Aided Diagnosis in Neuroimaging

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, JavierRamírez, 2016 .

Hybrid ICA - ANN model applied to volatile time series forecasting

Juan Manuel Górriz, Elmar Lang, Carlos G. Puntonet, 2004 .

Automatic classification of segmented MRI data combining Independent Component Analysis and Support Vector Machines

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2014, InMed.

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..

Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2011, J. Syst. Archit..

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

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

On-line support vector machines and optimization strategies

Julio Ortega, Juan Manuel Górriz, Carlos García Puntonet, 2004, ESANN.

C-Means Clustering Applied to Speech Discrimination

Jesús González, Juan Manuel Górriz, Javier Ramírez, 2006, International Conference on Computational Science.

Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2007, IWINAC.

Classification of SPECT Images Using Clustering Techniques Revisited

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

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism

Kai Boetzel, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2017, Front. Neuroinform..

Accurate Human Limb Angle Measurement in Telerehabilitation: Sensor Fusion through Kalman, LMS and RLS Adaptive Filtering

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2010, ISAmI.

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

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

3D Gabor Filters for Chest Segmentation in DCE-MRI

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

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..

Why using the alpha-stable distribution in neuroimage?

Juan Manuel Górriz, Elmar Wolfgang Lang, Diego Salas-Gonzalez, 2014, 2014 International Conference on Signal Processing and Multimedia Applications (SIGMAP).

Voice Activity Detection Using Higher Order Statistics

Juan Manuel Górriz, Javier Ramírez, José C. Segura, 2005, IWANN.

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.

A Novel LMS Algorithm Applied to Adaptive Noise Cancellation

Sergio Cruces, Deniz Erdogmus, Juan Manuel Górriz, 2009, IEEE Signal Processing Letters.

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.

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

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

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

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

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

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

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..

New Method for Filtered ICA Signals Applied to Volatile Time Series

Julio Ortega, Juan Manuel Górriz, Carlos García Puntonet, 2009, IWANN.

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.

Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS

Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas Ruiz, 2004, ICA.

Neural AR Prediction model using exogenous series implemented in PVM

Miguel Damas, Juan Manuel Górriz, Carlos G. Puntonet, 2003 .

On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2006, ICA.

Guided GA-ICA Algorithms

Juan Manuel Górriz, Carlos García Puntonet, Oscar Pernía, 2005, ISNN.

Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2018, Log. J. IGPL.

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

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

Noisy image processing using the independent component analysis algorithm AMUSE

Juan Manuel Górriz, Carlos García Puntonet, Ingo R. Keck, 2007, ANNIIP.

Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores

Juan Manuel Górriz, Javier Ramírez, Christine Bastin, 2013, 2013 International Workshop on Pattern Recognition in Neuroimaging.

Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2015, Appl. Soft Comput..

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

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

MR brain image segmentation by growing hierarchical SOM and probability clustering

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2011 .

A connection between the pattern classification problem and the General Linear Model for statistical inference pdf

Juan Manuel Górriz, John Suckling, J. Suckling, 2020, IEEE J. Biomed. Health Informatics.

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.

Improving short-term prediction from MCI to AD by applying searchlight analysis

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2014, InMed.

Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis

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

Effective Speech/Pause Discrimination Combining Noise Suppression and Fuzzy Logic Rules

Juan Manuel Górriz, Javier Ramírez, Rafael Culebras, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Independent Component Analysis Applied to Voice Activity Detection

Juan Manuel Górriz, Javier Ramírez, Kurt Stadlthanner, 2006, International Conference on Computational Science.

Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2008, ICONIP.

Bispectra Analysis-Based VAD for Robust Speech Recognition

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2005, IWINAC.

Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network

Yudong Zhang, Suresh Chandra Satapathy, Juan Manuel Górriz, 2021, Inf. Process. Manag..

NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Elmar Wolfgang Lang, Diego Salas-Gonzalez, 2010, HAIS.

Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning

Ming Yang, Bin Liu, Yudong Zhang, 2016, 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..

Hybridizing sparse component analysis with genetic algorithms for microarray analysis

Fabian J. Theis, Juan Manuel Górriz, Kurt Stadlthanner, 2008, Neurocomputing.

Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, ICCSA.

A proposed computer-aided diagnosis system for Parkinson's disease classification using 123I-FP-CIT imaging

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2017, 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images

Juan Manuel Górriz, Elmar Wolfgang Lang, Ana Maria Tomé, 2014, Adv. Data Sci. Adapt. Anal..

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..

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

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

Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2006, ICANN.

Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images pdf

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, A. Ortiz, 2020, ArXiv.

Effective voxel selection method over FDG-PET database based on Association Rules

Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, 2012, KES.

Improved likelihood ratio test based voice activity detector applied to speech recognition

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2010, Speech Commun..

Functional activity maps based on significance measures and Independent Component Analysis

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

Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers

Antonio Moreno-Muñoz, Juan Manuel Górriz, Carlos García Puntonet, 2007, ICANNGA.

Identifying endophenotypes of autism: a multivariate approach

John Suckling, Juan Manuel Górriz, Javier Ramírez, 2014, Front. Comput. Neurosci..

Optimized segmentation of Brain MRI using GHSOM and evolutive computing

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

A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2016, Int. J. Neural Syst..

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..

Generalized LRT-Based Voice Activity Detector

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, IEEE Signal Processing Letters.

Maximization of statistical moments for blind separation of sources revisited

Juan Manuel Górriz, José I. Acha, Carlos García Puntonet, 2006, Neurocomputing.

SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease

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

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..

Unsupervised Neural Techniques Applied to MR Brain Image Segmentation

Juan Manuel Górriz, Diego Salas-Gonzalez, Javier Ramírez, 2012, Adv. Artif. Neural Syst..

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

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

Preprocessing time series with ICA and savitzky-golay filtering

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2004, Neural Networks and Computational Intelligence.

Automated Diagnosis of Alzheimer's Disease by Integrating Genetic Biomarkers and Tissue Density Information

Andrés Ortiz, Jorge Munilla, Juan Manuel Górriz, 2015, IWINAC.

Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy

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

Gaialab: A Weblab Project for Digital Communications Distributed Learning

Juan Manuel Górriz, Javier Ramírez, Antonio J. Rubio, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Wavelets and Wavelet Packets Applied to Termite Detection

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2005, International Conference on Computational Science.

P300 brainwave extraction from EEG signals: An unsupervised approach

Juan Manuel Górriz, Javier Ramírez, Eduardo Gonzalez, 2017, Expert Syst. Appl..

An Application of the Independent Component Analysis to Monitor Acoustic Emission Signals Generated by Termite Activity in Wood

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2004, ICINCO.

Accurate human limb angle measurement: sensor fusion through Kalman, least mean squares and recursive least-squares adaptive filtering

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2011 .

An efficient bispectrum phase entropy-based algorithm for VAD

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, INTERSPEECH.

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

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

Parallelization of time series forecasting model

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2004, 12th Euromicro Conference on Parallel, Distributed and Network-Based Processing, 2004. Proceedings..

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

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

Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2008, ICONIP.

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..

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.

Multivariate pattern analysis techniques for electroencephalography data to study interference effects

Juan Manuel Górriz, María Ruz, Alberto Sobrado, 2019, bioRxiv.

Affine registration of [123I]FP-CIT SPECT brain images

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2014, InMed.

Automated Diagnosis of Parkinsonian Syndromes by Deep Sparse Filtering-Based Features

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Andrés Ortiz, 2016 .

Speech/non-speech discrimination combining advanced feature extraction and SVM learning

Juan Manuel Górriz, Javier Ramírez, José C. Segura, 2006, INTERSPEECH.

Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression

Francisco Jesús Martínez-Murcia, Jorge Munilla, Juan Manuel Górriz, 2017, MIUA.

Functional Brain Image Preprocessing For Computer Aided Diagnosis Systems

Juan Manuel Górriz, Diego Salas-Gonzalez, I. Álvarez, 2011 .

Online Algorithm for Time Series Prediction Based on Support Vector Machine Philosophy

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2004, International Conference on Computational Science.

Statistical agnostic mapping: a framework in neuroimaging based on concentration inequalities

Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, 2019, bioRxiv.

Early Computer Aided Diagnosis of Parkinson's Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold

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

Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2016, 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP).

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.

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..

Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2006, SEAL.

On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging

John Suckling, Juan Manuel Górriz, Javier Ramírez, 2019, Pattern Recognit..

Linear intensity normalization of DaTSCAN images using Mean Square Error and a model-based clustering approach

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2014, InMed.

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

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

Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology

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

MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method

Andrés Ortiz, Juan Manuel Górriz, Diego Salas-Gonzalez, 2011, IWINAC.

Simulated Annealing Based-GA Using Injective Contrast Functions for BSS

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2005, International Conference on Computational Science.

Alzheimer's Disease Computer-Aided Diagnosis: Histogram-Based Analysis of Regional MRI Volumes for Feature Selection and Classification.

Jorge Casillas, Juan Manuel Górriz, Javier Ramírez, 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.

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.

A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals

Sergio Cruces, Deniz Erdogmus, Juan Manuel Górriz, 2008, 2008 16th European Signal Processing Conference.

A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2019, Int. J. Neural Syst..

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.

Third-Order Spectral Characterization of Termite's Emission Track

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2006, International Conference on Computational Science.

Florbetapir Image Analysis for Alzheimer's Disease Diagnosis

Juan Manuel Górriz, Javier Ramírez, Anton Popov, 2018, 2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO).

A Comparison between Univariate and Multivariate Supervised Learning for Classification of SPECT Images

Juan Manuel Górriz, Javier Ramírez, Pablo Padilla, 2011 .

Recent Advances in Robust Speech Recognition Technology

John H. L. Hansen, Lin-Shan Lee, Hugo Van hamme, 2012 .

Multivariate Pattern Analysis of Electroencephalography Data in a Demand-Selection Task

Juan Manuel Górriz, María Ruz, Alberto Sobrado, 2019, IWINAC.

Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine

Anke Meyer-Bäse, Olivier Bastien, Juan Manuel Górriz, 2012, Adv. Artif. Neural Syst..

Gated Sensor Fusion: A way to Improve the Precision of Ambulatory Human Body Motion Estimation

Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, 2014, InMed.

A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for 18F-FDG PET preclinical studies

Juan Manuel Górriz, Javier Ramírez, M. Lopez, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System

Juan Manuel Górriz, Carlos García Puntonet, Begoña Pino, 2005, IWANN.

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).

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.

Exploratory matrix factorization for PET image analysis

Juan Manuel Górriz, Elmar Wolfgang Lang, Ana Maria Tomé, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2007, IWANN.

Higher-order spectral characterization of low-level emissions in wood using ultrasonic-piezoelectric transducers

Juan Manuel Górriz, J. J. G. de la Rosa, I. Lloret, 2006 .

On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, IWINAC.

Applications of Gaussian mixture models and mean squared error within DatSCAN SPECT imaging

Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

A Survey of Forecasting Preprocessing Techniques using RNs

Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, 2005, Informatica.

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..

Partial Least Squares for Feature Extraction of SPECT Images

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

SVM-based speech endpoint detection using contextual speech features

Juan Manuel Górriz, José C. Segura, Javier Ramírez, 2006 .

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

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

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

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

Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines

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

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.

Advanced Computer Vision Approaches in Biomedical Image Analysis

Anke Meyer-Bäse, Juan Manuel Górriz, Claudia Plant, 2014, Comput. Math. Methods Medicine.

Wavelets and wavelet packets applied to detect and characterize transient alarm signals from termites

Juan Manuel Górriz, Juan José González de la Rosa, Carlos G. Puntonet, 2006 .

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

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

Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder

Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, 2018, SOCO-CISIS-ICEUTE.

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

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

Speech/non-speech discrimination based on contextual information integrated bispectrum LRT

Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, 2006, IEEE Signal Processing Letters.

Recognition of Insect Emissions Applying the Discrete Wavelet Transform

Juan Manuel Górriz, Carlos García Puntonet, Juan José González de la Rosa, 2005, ICAPR.

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

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

Connections Between ICA and Sparse Coding Revisited

Juan Manuel Górriz, Rubén Martín-Clemente, Susana Hornillo-Mellado, 2005, IWANN.

Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification

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

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.

Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease

Jorge Munilla, Juan Manuel Górriz, Javier Ramírez, 2017, Front. Neuroinform..

A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling

Yudong Zhang, Suresh Chandra Satapathy, Juan Manuel Górriz, 2020, IEEE Sensors Journal.

Deep Learning in Medical Image Analysis

Juan Manuel Górriz, Yudong Zhang, Zhengchao Dong, 2021, J. Imaging.

IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering

Yizhang Jiang, Juan Manuel Górriz, Zhengchao Dong, 2021, IEEE Access.

What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors pdf

Saeid Nahavandi, Afshin Shoeibi, Roohallah Alizadehsani, 2021, ArXiv.

Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease

Juan Manuel Górriz, Javier Ramírez, María Ruz, 2021, Expert Syst. Appl..

Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability pdf

John Suckling, Juan Manuel Górriz, Javier Ramírez, 2021, 2103.16685.

Advances in multimodality data fusion in neuroimaging

Juan Manuel Górriz, Yudong Zhang, Zhengchao Dong, 2021, Inf. Fusion.

Medical Images Encryption Based on Adaptive-Robust Multi-Mode Synchronization of Chen Hyper-Chaotic Systems

Navid Ghassemi, Afshin Shoeibi, Roohallah Alizadehsani, 2021, Sensors.

Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects

Juan Manuel Górriz, Yingli Tian, Ivan Tyukin, 2021, Inf. Fusion.

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

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

Application of fuzzy logic for Alzheimer's disease diagnosis

Juan Manuel Górriz, Javier Ramírez, Anton Popov, 2015, 2015 Signal Processing Symposium (SPSympo).

On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis

John Suckling, Juan Manuel Górriz, Javier Ramírez, 2016, Human brain mapping.

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 Approaches in Neuroimaging: Assessing the Connectome of Alzheimer's Disease.

Juan Manuel Górriz, Javier Ramirez, Eugenio Iglesias-González, 2018, Journal of Alzheimer's disease : JAD.

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

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

Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network

Juan Manuel Górriz, Yu-Dong Zhang, Shui-Hua Wang, 2020, Information Fusion.

Short-term Prediction of MCI to AD Conversion Based on Longitudinal MRI Analysis and Neuropsychological Tests

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2016 .

Usefulness of Dual-Point Amyloid PET Scans in Appropriate Use Criteria: A Multicenter Study.

Juan Manuel Górriz, Javier Ramírez, Manuel Gómez-Río, 2018, Journal of Alzheimer's disease : JAD.

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

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

Real Time QRS Detection Based on M-ary Likelihood Ratio Test on the DFT Coefficients

Pablo Laguna, Juan Manuel Górriz, Javier Ramírez, 2014, PloS one.

Maximum Entropy Guide for BSS

Juan Manuel Górriz, Carlos G. Puntonet, Fernando Rojas, 2005 .

Alzheimer's diagnosis using eigenbrains and support vector machines

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