J. M. Górriz

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Brain Image Segmentation

Top Venues

Publications

F. J. Alcaide, I. Álvarez Illán, Javier Ramírez, J. M. Górriz
Unraveling the Autism spectrum heterogeneity: Insights from ABIDE I Database using data/model-driven permutation testing approaches. CoRR (2024)
Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC (2024)
R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, F. Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC (2024)
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. Int. J. Neural Syst. 33 (8) (2023)
Fermín Segovia, Javier Ramírez, Diego Salas-González, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz
Connected system for monitoring electrical power transformers using thermal imaging. Integr. Comput. Aided Eng. 30 (4) (2023)
J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, J. J. Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, A. Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, W. Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100 (2023)
J. M. Górriz, Carmen Jimenez-Mesa, Fermín Segovia, Javier Ramírez, John Suckling
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. IEEE J. Biomed. Health Informatics 26 (11) (2022)
J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, A. Ortiz, J. Ramirez, John Suckling
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR (2022)
David López-García, J. M. González-Peñalver, J. M. Górriz, María Ruz
Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlab. IWINAC (1) (2022)
Fermín Segovia, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. IWINAC (1) (2022)
Diego Castillo-Barnes, J. Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa, Juan Eloy Arco, Javier Ramírez, J. M. Górriz
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources. IWINAC (1) (2022)
Diego Castillo-Barnes, Juan Eloy Arco, Carmen Jimenez-Mesa, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease. IWINAC (1) (2022)
José Manuel Ferrández, Emilia I. Barakova, J. M. Górriz
Neural Computation links Neuroscience: a synergistic approach. Neural Comput. Appl. 32 (17) (2020)
Abdelhamid Helali, Haythem Ameur, J. M. Górriz, J. Ramírez, Hassen Maaref
Hardware implementation of real-time pedestrian detection system. Neural Comput. Appl. 32 (16) (2020)
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez
Expectation-Maximization algorithm for finite mixture of α-stable distributions. Neurocomputing 413 (2020)
Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, P. Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. Neurocomputing 417 (2020)
Manuel Martínez-Ibañez, Andrés Ortiz, Jorge Munilla, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis. IWINAC (1) (2019)
Fermín Segovia, J. M. Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Marcelo García-Pérez
Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders. Log. J. IGPL 26 (6) (2018)
Ignacio A. Illán, Javier Ramírez, J. M. Górriz, Katja Pinker-Domenig, Anke Meyer-Baese
Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets. SOCO-CISIS-ICEUTE (2018)
Ignacio A. Illán, Javier Ramírez, J. M. Górriz, Katja Pinker-Domenig, Anke Meyer-Baese
Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis. RAMBO+BIA+TIA@MICCAI (2018)
Andrés Ortiz, Francisco Lozano, Alberto Peinado, María J. García-Tarifa, J. M. Górriz, Javier Ramírez
PET Image Classification Using HHT-Based Features Through Fractal Sampling. IWINAC (1) (2017)
Alberto Olivares, J. M. Górriz, Javier Ramírez, Gonzalo Olivares
Using frequency analysis to improve the precision of human body posture algorithms based on Kalman filters. Comput. Biol. Medicine 72 (2016)
Abdelbasset Brahim, J. M. Górriz, Javier Ramírez, Laila Khedher
Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach. Appl. Soft Comput. 37 (2015)
Andrés Ortiz, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering. Inf. Sci. 262 (2014)
A. Neubauer, Ana Maria Tomé, Andreas Kodewitz, J. M. Górriz, Carlos García Puntonet, Elmar Wolfgang Lang
Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images. Adv. Data Sci. Adapt. Anal. 6 (1) (2014)
Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Matthias Schloegl, Elmar Wolfgang Lang, Andrés Ortiz
α-stable distribution. Comput. Biol. Medicine 43 (5) (2013)
Rosa Chaves, Javier Ramírez, J. M. Górriz
Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis. Expert Syst. Appl. 40 (5) (2013)
Andrés Ortiz, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, José M. Llamas-Elvira
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies. Appl. Soft Comput. 13 (5) (2013)
M. M. López, J. M. Górriz, Javier Ramírez, Manuel Gómez-Río, J. Verdejo, Jorge Vas
Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images. Expert Syst. Appl. 40 (1) (2013)
Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, A. Romero, Míriam López, Ignacio Álvarez, Manuel Gómez-Río
Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features. Inf. Sci. 237 (2013)
Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez
Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine. Expert Syst. Appl. 40 (2) (2013)
A. Rojas, J. M. Górriz, Javier Ramírez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Manuel Gómez-Río, M. Moreno-Caballero
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease. Expert Syst. Appl. 40 (7) (2013)
Francisco Jesús Martínez-Murcia, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Álvarez Illán
Functional activity maps based on significance measures and Independent Component Analysis. Comput. Methods Programs Biomed. 111 (1) (2013)
A. Gallix, J. M. Górriz, Javier Ramírez, I. Álvarez Illán, Elmar Wolfgang Lang
On the empirical mode decomposition applied to the analysis of brain SPECT images. Expert Syst. Appl. 39 (18) (2012)
Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez, Míriam López, Rosa Chaves
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database. Neurocomputing 75 (1) (2012)
Rosa Chaves, Javier Ramírez, J. M. Górriz, Carlos García Puntonet
Association rule-based feature selection method for Alzheimer's disease diagnosis. Expert Syst. Appl. 39 (14) (2012)
A. Gallix, J. M. Górriz, Javier Ramírez, I. Álvarez Illán, Elmar Wolfgang Lang
SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition. KES (2012)
Rosa Chaves, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Míriam López, I. Álvarez Illán, Fermín Segovia, Alberto Olivares
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning. HAIS (1) (2011)
J. M. Górriz, Fermín Segovia, Javier Ramírez, A. Lassl, Diego Salas-Gonzalez
GMM based SPECT image classification for the diagnosis of Alzheimer's disease. Appl. Soft Comput. 11 (2) (2011)
Alberto Olivares, Gonzalo Olivares, F. Mula, J. M. Górriz, Javier Ramírez
Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications. J. Syst. Archit. 57 (10) (2011)
I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, M. M. López, Fermín Segovia, Rosa Chaves, Manuel Gómez-Río, Carlos García Puntonet
F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. Inf. Sci. 181 (4) (2011)
Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Manuel Gómez-Río
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. IWINAC (2) (2011)
Míriam López, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Rosa Chaves, Manuel Gómez-Río
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients. HAIS (1) (2011)
I. Álvarez Illán, J. M. Górriz, M. M. López, Javier Ramírez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Carlos García Puntonet
Computer aided diagnosis of Alzheimer's disease using component based SVM. Appl. Soft Comput. 11 (2) (2011)
Alberto Olivares, J. M. Górriz, Javier Ramírez, Gonzalo Olivares
Accurate Human Limb Angle Measurement in Telerehabilitation: Sensor Fusion through Kalman, LMS and RLS Adaptive Filtering. ISAmI (2010)
I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia, Pablo Padilla, Carlos García Puntonet
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease. Pattern Recognit. Lett. 31 (11) (2010)
J. M. Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet, Ignacio Turias
Improved likelihood ratio test based voice activity detector applied to speech recognition. Speech Commun. 52 (7-8) (2010)
Míriam López, Javier Ramírez, J. M. Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Carlos García Puntonet
Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules. IWANN (1) (2009)
J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang
Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69 (13-15) (2006)
J. M. Górriz, Javier Ramírez, Carlos García Puntonet, José C. Segura
An efficient bispectrum phase entropy-based algorithm for VAD. INTERSPEECH (2006)
Javier Ramírez, Pablo Yélamos, J. M. Górriz, José C. Segura, Luz García
Speech/non-speech discrimination combining advanced feature extraction and SVM learning. INTERSPEECH (2006)
J. M. Górriz, Carlos García Puntonet, Javier Ramírez
Testing for Independence and Lrt for VAD. Int. J. Inf. Acquis. 2 (4) (2005)
J. M. Górriz, Carlos García Puntonet, Moisés Salmerón
Preprocessing time series with ICA and savitzky-golay filtering. Neural Networks and Computational Intelligence (2004)