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Ignacio Álvarez
Person information
- affiliation: University of Granada, Department of Signal Theory, Spain
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2020 – today
- 2024
- [c52]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz:
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC 2024: 78-87 - [i3]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 abs/2405.12225 (2024) - 2023
- [j40]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) - [j39]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) - [j38]Sara Roos-Hoefgeest Toribio
, Mario Roos-Hoefgeest
, Ignacio Álvarez
, Rafael Corsino González
:
Simulation of Laser Profilometer Measurements in the Presence of Speckle Using Perlin Noise. Sensors 23(17): 7624 (2023) - [i2]E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz:
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR abs/2305.07038 (2023) - 2022
- [c51]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
- [j37]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
- [j36]Carmen Jimenez-Mesa
, Ignacio Álvarez Illán
, Alberto Martín-Martín, Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Javier Ramírez
, Juan Manuel Górriz
:
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. IEEE Access 8: 96981-96993 (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
- [c50]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Roberto Cesar Morales-Ortega
, Pedro Javier Lopez-Abarejo, Juan Luis Luque
, Diego Castillo-Barnes
, Fermín Segovia
, Ignacio A. Illán
, Julio Ortega, Javier Ramírez
, Juan Manuel Górriz:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 2019: 350-359 - [c49]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 - [c48]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
- [c47]Ignacio A. Illán
, J. Perez Matos, Javier Ramírez
, Juan Manuel Górriz, Simon Y. Foo, Anke Meyer-Baese
:
3D Gabor Filters for Chest Segmentation in DCE-MRI. HAIS 2018: 446-454 - [c46]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: 124-131 - [c45]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: 221-229 - [i1]Ignacio Álvarez Illán, Javier Ramírez, Juan Manuel Górriz, Katja Pinker-Domenig, Anke Meyer-Baese:
Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. CoRR abs/1803.04200 (2018) - 2017
- [j33]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) - [j32]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) - [j31]Anke Meyer-Bäse
, Rodney G. Roberts, Ignacio A. Illán
, Uwe Meyer-Bäse, Marc Lobbes, Andreas Stadlbauer
, Katja Pinker-Domenig
:
Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks. Frontiers Comput. Neurosci. 11: 87 (2017) - [j30]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) - [j29]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) - [j28]Laila Khedher
, Ignacio Álvarez
, Juan Manuel Górriz, Javier Ramírez
, Abdelbasset Brahim
, Anke Meyer-Baese
:
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support. Int. J. Neural Syst. 27(3): 1650050:1-1650050:18 (2017) - [c44]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 - [c43]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 - [c42]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 - [c41]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 - [c40]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 - [c39]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 - [c38]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
- [j27]Ramón José Pérez, Ignacio Álvarez, José M. Enguita
:
Theoretical Design of a Depolarized Interferometric Fiber-Optic Gyroscope (IFOG) on SMF-28 Single-Mode Standard Optical Fiber Based on Closed-Loop Sinusoidal Phase Modulation with Serrodyne Feedback Phase Modulation Using Simulation Tools for Tactical and Industrial Grade Applications. Sensors 16(5): 604 (2016) - 2015
- [j26]Juan Eloy Arco
, Juan Manuel Górriz, Javier Ramírez
, Ignacio Álvarez
, Carlos García Puntonet:
Digital image analysis for automatic enumeration of malaria parasites using morphological operations. Expert Syst. Appl. 42(6): 3041-3047 (2015) - [j25]Andrés Ortiz
, Jorge Munilla, Ignacio Álvarez Illán
, Juan Manuel Górriz, Javier Ramírez
:
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis. Frontiers Comput. Neurosci. 9: 132 (2015) - [j24]Fermín Segovia
, Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez
, Axel Rominger
, Johannes Levin
:
Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks. Frontiers Comput. Neurosci. 9: 137 (2015) - [j23]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) - [j22]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) - [c37]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, I. Álvarez Illán
:
A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease. IWINAC (1) 2015: 19-28 - [c36]Laila Khedher
, Javier Ramírez
, Juan Manuel Górriz, Abdelbasset Brahim
, I. Álvarez Illán
:
Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data. IWINAC (1) 2015: 78-87 - 2014
- [j21]Ignacio Álvarez Illán
, Juan Manuel Górriz, Javier Ramírez
, Anke Meyer-Baese
:
Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach. Frontiers Comput. Neurosci. 8: 156 (2014) - [j20]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz
, Javier Ramírez
, Ignacio Álvarez Illán
, Andrés Ortiz
:
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging. Neurocomputing 126: 58-70 (2014) - [c35]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 - [c34]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 - [c33]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 - [c32]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 - 2013
- [j19]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) - [j18]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): 255-268 (2013) - [j17]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) - [j16]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): 2756-2766 (2013) - [j15]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) - [j14]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) - [j13]María Frade, José M. Enguita
, Ignacio Álvarez:
In-Situ Waviness Characterization of Metal Plates by a Lateral Shearing Interferometric Profilometer. Sensors 13(4): 4906-4921 (2013) - [c31]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 - [c30]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz
, Javier Ramírez
, I. Álvarez Illán
, Carlos García Puntonet
:
Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. IWINAC (2) 2013: 266-277 - [c29]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
- [j12]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) - [j11]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): 13451-13461 (2012) - [j10]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) - [j9]Rosa Chaves, Javier Ramírez
, Juan Manuel Górriz, Ignacio Álvarez Illán
, Manuel Gómez-Río, Cristobal Carnero
:
Effective diagnosis of Alzheimer's disease by means of large margin-based methodology. BMC Medical Informatics Decis. Mak. 12: 79 (2012) - [j8]Rosa Chaves, Javier Ramírez
, Juan Manuel Górriz
, I. Álvarez Illán
:
Functional brain image classification using association rules defined over discriminant regions. Pattern Recognit. Lett. 33(12): 1666-1672 (2012) - [j7]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) - [c28]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: 2220-2231 - [c27]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, I. Álvarez Illán:
Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. KES 2012: 2241-2250 - 2011
- [j6]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) - [j5]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) - [j4]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) - [j3]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) - [c26]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 - [c25]Francisco J. García-Fernández, Ignacio Díaz Blanco
, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González
:
Time-Frequency Analysis of Hot Rolling Using Manifold Learning. EANN/AIAI (1) 2011: 150-155 - [c24]Rosa Chaves, Javier Ramírez
, Juan Manuel Górriz
, I. Álvarez Illán
, Fermín Segovia
, Alberto Olivares:
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest. IWINAC (2) 2011: 59-67 - 2010
- [j2]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) - [c23]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 - [c22]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 - [c21]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 - [c20]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 - [c19]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 - [c18]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
- [j1]Ignacio Álvarez, José M. Enguita
, María Frade, Jorge Marina, Guillermo Ojea:
On-Line Metrology with Conoscopic Holography: Beyond Triangulation. Sensors 9(9): 7021-7037 (2009) - [c17]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 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]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 - [c7]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 - [c6]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 - [c5]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
- [c4]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 - [c3]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 - [c2]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 - 2001
- [p1]J. L. Gómez, Ignacio Álvarez, Francisco J. Blanco, Francisco J. García-Fernández, Belén Curto:
Simurob and JRF. Teaching tools for robot simulation and programming. Computers and Education. Towards an Interconnected Society 2001: 167-175
1990 – 1999
- 1999
- [c1]César Fraga Bobis, Rafael Corsino González
, José A. Cancelas, Ignacio Álvarez, José Enguita
:
Face Recognition Using Binary Thresholding for Features Extraction. ICIAP 1999: 1077-1080
Coauthor Index
aka: Andrés Ortiz García
aka: Javier Ramírez Perez de Inestrosa
aka: Diego Salas-González
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