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2020 – today
- 2023
[j43]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): 353-368 (2023)- [j42]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): 2350041:1-2350041:20 (2023) - [j41]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, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica 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, Wei Wang, Y. D. Zhang, Hengde Zhu, Z. Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - 2022
- [j40]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): 2250019:1-2250019:16 (2022) - [c59]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: 176-186 - [c58]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: 573-582 - 2021
- [j39]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: 198-212 (2021) - 2020
- [j38]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): 2050044:1-2050044:15 (2020) - [j37]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: 210-216 (2020) - [j36]Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, Pablo 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: 1-9 (2020) - [j35]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: 59-70 (2020) - [j34]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: 153-167 (2020)
2010 – 2019
- 2019
- [j33]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: 48 (2019) - [c57]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: 360-368 - [c56]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: 379-388 - [c55]Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Fermín Segovia, Diego Salas-González:
Support Vector Machine Failure in Imbalanced Datasets. IWINAC (1) 2019: 412-419 - 2018
- [j32]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: 53 (2018) - [c54]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: 47-56 - [c53]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: 100-109 - 2017
- [j31]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: 11468-11478 (2017) - [j30]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: 40-49 (2017) - [j29]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: 65 (2017) - [j28]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: 66 (2017) - [c52]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: 298-304 - [c51]Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Diego Salas-González, Andrés Ortiz:
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. IWINAC (1) 2017: 305-313 - [c50]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: 324-333 - [c49]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: 345-352 - [c48]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: 101342D - [c47]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: 101342B - [c46]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: 459-469 - [c45]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: 470-481 - 2016
- [c44]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: 1-5 - [c43]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism. PRNI 2016: 1-4 - 2015
- [j27]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: 4-15 (2015) - [j26]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): 391-402 (2015) - [c42]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: 216-221 - [c41]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: 88-92 - 2014
- [j25]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: 117-136 (2014) - [c40]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: 1522-1526 - [c39]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: 19-26 - [c38]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: 65-73 - [c37]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: 225-233 - [c36]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: 1302-1312 - [c35]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang:
Why Using the Alpha-stable Distribution in Neuroimage?. SIGMAP 2014: 297-301 - 2013
- [j24]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: 187074:1 (2013) - [j23]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): 2668-2682 (2013) - [j22]Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Matthias Schloegl, Elmar Wolfgang Lang, Andrés Ortiz:
Parameterization of the distribution of white and grey matter in MRI using the αα-stable distribution. Comput. Biol. Medicine 43(5): 559-567 (2013) - [j21]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: 638563:1-638563:12 (2013) - [j20]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: 760903:1-760903:8 (2013) - [j19]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): 677-683 (2013) - [j18]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. Neurocomputing 114: 118-131 (2013) - [j17]Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Alejandro 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: 59-72 (2013) - [j16]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: 449-455 (2013) - [c34]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: 258-265 - [c33]Andrés Ortiz García, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Automatic ROI Selection Using SOM Modelling in Structural Brain MRI. IWINAC (2) 2013: 278-285 - [c32]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: 406-411 - 2012
- [j15]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: 457590:1-457590:7 (2012) - [j14]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): 191-198 (2012) - [j13]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): 9676-9685 (2012) - [j12]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): 64-71 (2012) - [j11]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): 207-216 (2012) - [c31]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Optimized segmentation of Brain MRI using GHSOM and evolutive computing. KES 2012: 2232-2240 - 2011
- [j10]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): 2313-2325 (2011) - [j9]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): 2376-2382 (2011) - [j8]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): 746-755 (2011) - [j7]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): 1260-1271 (2011) - [j6]I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, M. M. López, Fermín Segovia, Rosa Chaves, Manuel Gómez-Río, Carlos García Puntonet:
18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. Inf. Sci. 181(4): 903-916 (2011) - [c30]Diego Salas-Gonzalez, Matthias Schlögl, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang:
Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution. HAIS (1) 2011: 99-106 - [c29]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: 132-139 - [c28]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: 148-155 - [c27]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: 41-48 - [c26]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: 49-58 - [c25]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: 68-76 - 2010
- [j5]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): 1342-1347 (2010) - [j4]Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz:
Modelling with mixture of symmetric stable distributions using Gibbs sampling. Signal Process. 90(3): 774-783 (2010) - [c24]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: 446-451 - [c23]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: 452-459 - [c22]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: 468-475 - [c21]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: 476-483 - [c20]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: 516-523 - [c19]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: 81-84
2000 – 2009
- 2009
- [j3]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): 1535-1546 (2009) - [j2]Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz:
Finite mixture of alpha-stable distributions. Digit. Signal Process. 19(2): 250-264 (2009) - [c18]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: 837-840 - [c17]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: 213-221 - [c16]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: 337-344 - [c15]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: 399-406 - [c14]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: 411-419 - [c13]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: 941-948 - [c12]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: 949-956 - [c11]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: 965-972 - [c10]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: 973-980 - [c9]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: 124-133 - [c8]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: 142-149 - [c7]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: 150-157 - [c6]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: 168-178 - 2008
- [j1]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): 49-56 (2008) - [c5]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: 402-409 - [c4]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: 410-417 - [c3]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: 418-425 - 2006
- [c2]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: 1-5 - [c1]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: 545-548
Coauthor Index
[j43] [j41] [c58] [j39] [j35] [j34] [c56] [c55] [j31] [j30] [j29] [j28] [c52] [c51] [c50] [c49] [c48] [c46] [c45] [j27] [j26] [c39] [c38] [c37] [c36] [j20] [j19] [j17] [j16] [c34] [c32] [j14] [j12] [j11] [j9] [j8] [j7] [j6] [c28] [j5] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
[j43] [j42] [j41] [j40] [c59] [c58] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [c57] [c56] [c55] [j32] [c54] [c53] [j31] [j30] [j29] [j28] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [j27] [j26] [c42] [c41] [j25] [c40] [c39] [c38] [c37] [c36] [c35] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [c34] [c33] [c32] [j15] [j14] [j13] [j12] [j11] [c31] [j10] [j9] [j8] [j7] [j6] [c30] [c29] [c28] [c27] [c26] [c25] [j5] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
Andrés Ortiz 0001
aka: Andrés Ortiz García
aka: Andrés Ortiz García
Javier Ramírez 0001
aka: Javier Ramírez Perez de Inestrosa
aka: Javier Ramírez Perez de Inestrosa
[j43] [j42] [j41] [j40] [c59] [c58] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [c57] [c56] [c55] [j32] [c54] [c53] [j31] [j30] [j29] [j28] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [j27] [j26] [c42] [c41] [j25] [c40] [c39] [c38] [c37] [c36] [c35] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [c34] [c33] [c32] [j15] [j14] [j13] [j12] [j11] [c31] [j10] [j9] [j8] [j7] [j6] [c30] [c29] [c28] [c27] [c26] [c25] [j5] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
[j43] [j41] [c58] [j39] [j36] [j35] [j34] [c56] [c55] [j32] [c54] [c53] [j31] [j30] [j29] [j28] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c37] [c36] [j19] [c32] [j12] [j10] [j9] [j8] [j7] [j6] [c28] [j5] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
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last updated on 2024-10-07 21:26 CEST by the dblp team
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