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ORCIDIgnacio Álvarez
Ignacio Álvarez Illán – I. Álvarez Illán – Ignacio A. Illán
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- affiliation: University of Granada, Department of Signal Theory, Spain
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2020 – today
- 2024
[j41]Francisco Jesús Martínez-Murcia
, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermín Segovia, Ignacio Álvarez, Javier Ramírez, Juan Manuel Górriz:
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. 34(8): 2450043:1-2450043:16 (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 - [i4]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) - [i3]Sara Roos-Hoefgeest Toribio, Mario Roos-Hoefgeest, Ignacio Álvarez, Rafael Corsino González:
Reinforcement Learning Approach to Optimizing Profilometric Sensor Trajectories for Surface Inspection. CoRR abs/2409.03429 (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
[j41] [c52] [i4] [j40] [j39] [i2] [c51] [j37] [j36] [j35] [j34] [c50] [c49] [c48] [c47] [c46] [c45] [i1] [j33] [j32] [j30] [j29] [j28] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [j26] [j25] [j24] [j23] [j22] [c37] [c36] [j21] [j20] [c35] [c34] [c33] [c32] [j19] [j18] [j17] [j16] [j15] [j14] [c31] [c30] [c29] [j12] [j11] [j10] [j9] [j8] [j7] [c28] [c27] [j6] [j5] [j4] [j3] [c26] [c24] [j2] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
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
[j41] [c52] [i4] [j40] [j39] [i2] [c51] [j37] [j36] [j35] [j34] [c50] [c49] [c48] [c47] [c46] [c45] [i1] [j33] [j32] [j30] [j29] [j28] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [j26] [j25] [j24] [j23] [j22] [c37] [c36] [j21] [j20] [c35] [c34] [c33] [c32] [j19] [j18] [j17] [j16] [j15] [j14] [c31] [c30] [c29] [j12] [j11] [j10] [j9] [j8] [j7] [c28] [c27] [j6] [j5] [j4] [j3] [c26] [c24] [j2] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
Diego Salas-Gonzalez
aka: Diego Salas-González
aka: Diego Salas-González
[j40] [j39] [c51] [j37] [j35] [j34] [c49] [c48] [j33] [j32] [j30] [j29] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [j23] [j22] [c35] [c34] [c33] [c32] [j19] [j17] [j15] [j14] [c31] [c29] [j12] [j10] [j7] [j6] [j5] [j4] [j3] [c26] [j2] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
[j41] [j40] [j39] [c51] [j37] [j35] [j34] [c50] [c49] [c48] [j33] [j32] [j30] [j29] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [j24] [c33] [c32] [j17] [c29] [j10] [c27] [j6] [j5] [j4] [j3] [c26] [c24] [j2] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
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last updated on 2024-10-10 21:18 CEST by the dblp team
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