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2020 – today
- 2024
[j29]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)- [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
[j29] [j28] [j27] [c49] [j25] [j22] [j21] [c48] [c47] [c46] [j16] [j15] [j13] [j12] [c42] [c41] [c40] [c39] [c38] [c36] [c35] [j11] [c31] [c30] [j8] [c28] [j7] [c25] [j5] [j4] [j3] [j2] [c24] [c23] [j1] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
[j29] [c53] [c52] [c51] [i2] [i1] [j28] [j27] [j26] [c50] [c49] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [c48] [c47] [c46] [j18] [j17] [c45] [c44] [c43] [j16] [j15] [j14] [j13] [j12] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [j11] [j10] [j9] [c31] [c30] [j8] [c28] [c27] [j7] [c26] [c25] [j6] [j5] [j4] [j3] [j2] [c24] [c23] [j1] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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
[j29] [c53] [c52] [c51] [i2] [j28] [j27] [j26] [c50] [c49] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [c48] [c47] [c46] [j18] [j17] [c45] [c44] [c43] [j16] [j15] [j14] [j13] [j12] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [j11] [j10] [j9] [c31] [c30] [j8] [c28] [c27] [j7] [c26] [c25] [j6] [j5] [j4] [j3] [j2] [c24] [c23] [j1] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Diego Salas-Gonzalez
aka: Diego Salas-González
aka: Diego Salas-González
[j28] [j27] [c49] [j25] [j23] [j22] [j21] [c47] [c46] [j18] [c44] [c43] [j16] [j15] [j13] [j12] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c31] [c30] [j8] [c28] [j7] [j6] [j5] [j4] [j3] [j2] [c24] [j1] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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