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2020 – today
- 2024
- [c53]R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia:
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC 2024: 182-190 - [c52]David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz:
RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. IWINAC (2) 2024: 225-245 - [c51]Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, R. Serrano, D. Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto:
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. IWINAC (2) 2024: 246-261 - [i2]Juan Manuel Górriz, Fermín Segovia, Javier Ramírez, Andrés Ortiz, John Suckling:
Is K-fold cross validation the best model selection method for Machine Learning? CoRR abs/2401.16407 (2024) - [i1]Juan Manuel Górriz, J. Ramirez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Carmen Jiménez-Mesa, John Suckling:
Statistical Agnostic Regression: a machine learning method to validate regression models. CoRR abs/2402.15213 (2024) - 2023
- [j28]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) - [j27]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
- [j26]J. M. Górriz
, Carmen Jimenez-Mesa
, Fermín Segovia
, Javier Ramírez
, John Suckling
:
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. IEEE J. Biomed. Health Informatics 26(11): 5332-5343 (2022) - [c50]Carmen Jimenez-Mesa
, Diego Castillo-Barnes
, Juan Eloy Arco, Fermín Segovia, Javier Ramírez
, Juan Manuel Górriz:
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. IWINAC (1) 2022: 166-175 - [c49]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
- [j25]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
- [j24]Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia
, John Suckling, Matthew Leming, Yu-Dong Zhang
, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado
, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández
:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - [j23]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) - [j22]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) - [j21]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
- [j20]Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Francisco Jesús Martínez-Murcia, Meng-Chuan Lai
, Michael V. Lombardo
, Simon Baron-Cohen
, John Suckling:
A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms. Int. J. Neural Syst. 29(7): 1850058:1-1850058:22 (2019) - [j19]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
:
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. Int. J. Neural Syst. 29(9): 1950011:1-1950011:13 (2019) - [c48]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 - [c47]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 - [c46]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
- [j18]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) - [j17]Fermín Segovia
, J. M. Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia, Marcelo García-Pérez:
Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders. Log. J. IGPL 26(6): 618-628 (2018) - [c45]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río:
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI 2018: 1-4 - [c44]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 - [c43]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
- [j16]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) - [j15]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) - [j14]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Johannes Levin
, Madeleine Schuberth, Matthias Brendel, Axel Rominger
, Kai Bötzel, Gaëtan Garraux
, Christophe Phillips
:
Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. Frontiers Neuroinformatics 11: 23 (2017) - [j13]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) - [j12]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) - [c42]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 - [c41]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 - [c40]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 - [c39]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 - [c38]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 - [c37]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 - [c36]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 - [c35]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
- [c34]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 - [c33]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 - [c32]Fermín Segovia, Marcelo García-Pérez, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow. SOCO-CISIS-ICEUTE 2016: 43-52 - 2015
- [j11]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) - [j10]Laila Khedher
, Javier Ramírez
, Juan Manuel Górriz, Abdelbasset Brahim
, Fermín Segovia
:
Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images. Neurocomputing 151: 139-150 (2015) - 2014
- [j9]Fermín Segovia
, Rosemary Holt, Michael D. Spencer
, Juan Manuel Górriz
, Javier Ramírez
, Carlos García Puntonet, Christophe Phillips
, Lindsay Chura, Simon Baron-Cohen
, John Suckling:
Identifying endophenotypes of autism: a multivariate approach. Frontiers Comput. Neurosci. 8: 60 (2014) - [c31]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 - [c30]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 - [c29]Fermín Segovia
, Christophe Phillips
:
PET imaging analysis using a parcelation approach and multiple kernel classification. PRNI 2014: 1-4 - 2013
- [j8]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) - [c28]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 - [c27]Fermín Segovia
, Christine Bastin
, Eric Salmon
, Juan Manuel Górriz
, Javier Ramírez
, Christophe Phillips
:
Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. PRNI 2013: 144-147 - 2012
- [j7]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) - [c26]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Fermín Segovia:
Effective voxel selection method over FDG-PET database based on Association Rules. KES 2012: 2210-2219 - [c25]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]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) - [j5]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) - [j4]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) - [j3]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) - [j2]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) - [c24]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 - [c23]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
- [j1]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) - [c22]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 - [c21]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 - [c20]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 - [c19]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 - [c18]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 - [c17]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
- [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]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 - [c7]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 - [c6]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 - [c5]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 - [c4]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
- [c3]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 - [c2]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 - [c1]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
Coauthor Index
aka: Andrés Ortiz García
aka: Javier Ramírez Perez de Inestrosa
aka: Diego Salas-González
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