Diego Salas-Gonzalez

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 34

Top Topics

Brain Image Segmentation

Top Venues

Frontiers Neuroinformatics

Publications

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)
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)
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, Carmen Jimenez-Mesa, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. 32 (5) (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)
Juan Manuel Górriz, Carmen Jimenez-Mesa, Rafael Romero-Garcia, Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Carlos García Puntonet, David López-García, Manuel Gómez-Río, John Suckling
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66 (2021)
Diego Castillo-Barnes, Li Su, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Andrés Ortiz, Carlos Cruchaga, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN)
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58 (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)
Jacob Rodriguez-Rivero, Javier Ramírez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio Álvarez Illán, Carlos García Puntonet, Carmen Jimenez-Mesa, F. J. Leiva, S. Carillo, John Suckling, Juan Manuel Górriz
Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 57 (2020)
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz García, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. 30 (9) (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)
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. IWINAC (1) (2019)
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)
Andrés Ortiz, Jorge Munilla, Manuel Martínez-Ibañez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. Frontiers Neuroinformatics 13 (2019)
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Fermín Segovia
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE (2018)
Diego Castillo-Barnes, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. SOCO-CISIS-ICEUTE (2018)
Diego Castillo-Barnes, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Juan Manuel Górriz
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. Frontiers Neuroinformatics 12 (2018)
Diego Castillo-Barnes, Carlos Arenas, Fermín Segovia, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. IWINAC (1) (2017)
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Fermín Segovia, Diego Castillo-Barnes, Diego Salas-Gonzalez
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. Frontiers Neuroinformatics 11 (2017)
Juan Manuel Górriz, Javier Ramírez, M. Moreno-Caballero, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Ignacio A. Illán, Fermín Segovia, Diego Salas-Gonzalez, Manuel Gómez-Río
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. MIUA (2017)
Juan Manuel Górriz, Javier Ramírez, John Suckling, Ignacio Álvarez Illán, Andrés Ortiz García, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Shuihua Wang
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access 5 (2017)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz, Diego Salas-Gonzalez
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) (2017)
Juan Manuel Górriz, Javier Ramírez, John Suckling, Francisco Jesús Martínez-Murcia, Ignacio Álvarez, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Carlos García Puntonet
A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 90 (2017)
Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Andrés Ortiz
Case-based statistical learning applied to SPECT image classification. Medical Imaging: Computer-Aided Diagnosis (2017)
Diego Castillo-Barnes, Ignacio Peis, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. Frontiers Neuroinformatics 11 (2017)
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) (2017)
Fermín Segovia, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. Medical Imaging: Computer-Aided Diagnosis (2017)
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz
Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. MIUA (2017)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
F-DMFP-PET data to assist the diagnosis of parkinsonism. PRNI (2016)
Javier Ramírez, Juan Manuel Górriz, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez
Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques. MMSP (2016)
Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches. Neurocomputing 150 (2015)
Diego Salas-Gonzalez, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez
A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images. VISAPP (3) (2015)
Diego Salas-Gonzalez, Oliver Horeth, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez
Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution. IWBBIO (1) (2015)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang
Building a FP-CIT SPECT Brain Template Using a Posterization Approach. Neuroinformatics 13 (4) (2015)
Pablo Padilla, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Ignacio Álvarez Illán
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. InMed (2014)
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)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang
Why Using the Alpha-stable Distribution in Neuroimage?. SIGMAP (2014)
Fermín Segovia, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Christophe Phillips, Carlos García Puntonet, Javier Ramírez Perez de Inestrosa, Juan Manuel Górriz Sáez
PETRA: Multivariate analyses for neuroimaging data. IWBBIO (2014)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang
Affine registration of [123I]FP-CIT SPECT brain images. InMed (2014)
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Fermín Segovia
Projecting MRI brain images for the detection of Alzheimer's Disease. InMed (2014)
Juan Manuel Górriz, Javier Ramírez, Alberto Olivares, I. A. Ilian, Diego Salas-Gonzalez, Carlos García Puntonet, Pablo Padilla
A simplified QRS decision stage based on the DFT coefficients. EUSIPCO (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)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Elmar Wolfgang Lang
Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution. NeuroImage 65 (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)
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)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Pablo Padilla, Ignacio Álvarez Illán
Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization. Comput. Math. Methods Medicine 2013 (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)
Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Carlos García Puntonet
Automatic Orientation of Functional Brain Images for Multiplataform Software. IWINAC (1) (2013)
Andrés Ortiz García, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
Automatic ROI Selection Using SOM Modelling in Structural Brain MRI. IWINAC (2) (2013)
Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez
Early Computer Aided Diagnosis of Parkinson's Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold. IWINAC (2) (2013)
Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. Neurocomputing 114 (2013)
Andrés Ortiz, Antonio Andrés Palacio Soler, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors. Comput. Math. Methods Medicine 2013 (2013)
Andrés Ortiz, Juan Manuel Górriz Sáez, Javier Ramírez, Diego Salas-Gonzalez
Erratum to "Unsupervised Neural Techniques Applied to MR Brain Image Segmentation". Adv. Artif. Neural Syst. 2013 (2013)
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Diego Salas-Gonzalez
Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. Expert Syst. Appl. 39 (10) (2012)
Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
Optimized segmentation of Brain MRI using GHSOM and evolutive computing. KES (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)
Pablo Padilla, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, I. Álvarez Illán
NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease. IEEE Trans. Medical Imaging 31 (2) (2012)
Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Diego Salas-Gonzalez, Carlos García Puntonet
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. Artif. Intell. Medicine 56 (3) (2012)
Andrés Ortiz, Juan Manuel Górriz Sáez, Javier Ramírez, Diego Salas-Gonzalez
Unsupervised Neural Techniques Applied to MR Brain Image Segmentation. Adv. Artif. Neural Syst. 2012 (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)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Míriam López
Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis. IWINAC (2) (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)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. Neurocomputing 74 (8) (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)
Diego Salas-Gonzalez, Matthias Schlögl, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang
-Stable Distribution. HAIS (1) (2011)
Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method. 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)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet
Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images. Digit. Signal Process. 21 (6) (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)
Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla, Carlos García Puntonet
Partial Least Squares for Feature Extraction of SPECT Images. HAIS (1) (2010)
Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Rosa Chaves, Fermín Segovia, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease. HAIS (1) (2010)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Rosa Chaves, Míriam López, I. Álvarez Illán, Pablo Padilla
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease. HAIS (1) (2010)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Modelling with mixture of symmetric stable distributions using Gibbs sampling. Signal Process. 90 (3) (2010)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, I. Álvarez Illán, Fermín Segovia, Pablo Padilla
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules. HAIS (1) (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)
Javier Ramírez, Juan Manuel Górriz, Fermín Segovia, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla
Early Alzheimer's disease diagnosis using partial least squares and random forests. ISBI (2010)
I. Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Pablo Padilla, Rosa Chaves, Fermín Segovia, Carlos García Puntonet
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. HAIS (1) (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)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Míriam López, Diego Salas-Gonzalez, Fermín Segovia
Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis. IWINAC (2) (2009)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Manuel Gómez-Río
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images. ICIP (2009)
Juan Manuel Górriz, Javier Ramírez, A. Lassl, Ignacio Álvarez, Fermín Segovia, Diego Salas-Gonzalez, Míriam López
Classification of SPECT Images Using Clustering Techniques Revisited. IWINAC (2) (2009)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Finite mixture of alpha-stable distributions. Digit. Signal Process. 19 (2) (2009)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments. IWINAC (2) (2009)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Carlos García Puntonet
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. ISNN (4) (2009)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test. IWANN (1) (2009)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Manuel Gómez-Río
Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA. IWINAC (2) (2009)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet
Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images. ISNN (3) (2009)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia
SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease. IWANN (1) (2009)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
A heavy-tailed empirical Bayes method for replicated microarray data. Comput. Stat. Data Anal. 53 (5) (2009)
Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Carlos García Puntonet, Fermín Segovia
Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis. ISNN (4) (2009)
Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia, Carlos García Puntonet, Beatriz Prieto
Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines. IWANN (1) (2009)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification. ISNN (2) (2009)
José A. Garzón-Guerrero, Diego Salas-Gonzalez, Diego P. Ruiz, María C. Carrión
Neural networks and Principal Component Analysis applied to Automatic Radar Target Recognition based on Natural Resonances. Int. J. Comput. Sci. Appl. 5 (3a) (2008)
Ignacio Álvarez, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Carlos García Puntonet, Fermín Segovia
Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. ICONIP (2) (2008)
Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. ICONIP (2) (2008)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. ICONIP (2) (2008)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego Pablo Ruiz Padillo
Estimation of Mixtures of Symmetric Alpha Stable Distributions With an Unknown Number of Components. ICASSP (5) (2006)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components. EUSIPCO (2006)