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Ignacio Alvarez Illan
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Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features
J Ramírez, JM Górriz, D Salas-Gonzalez, A Romero, M López, I Álvarez, ...
Information Sciences 237, 59-72, 2013
2272013
NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease
P Padilla, M López, JM Górriz, J Ramirez, D Salas-Gonzalez, I Alvarez
IEEE Transactions on medical imaging 31 (2), 207-216, 2011
2222011
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease
M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ...
Neurocomputing 74 (8), 1260-1271, 2011
1982011
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis
IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, MM López, F Segovia, ...
Information Sciences 181 (4), 903-916, 2011
1892011
SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting
R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Alvarez, ...
Neuroscience letters 461 (3), 293-297, 2009
1732009
SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA
MM López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ...
Neuroscience letters 464 (3), 233-238, 2009
1492009
Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification
J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, ...
Neuroscience letters 472 (2), 99-103, 2010
1482010
Automatic assistance to Parkinsonˈs disease diagnosis in DaTSCAN SPECT imaging
IA Illán, JM Górriz, J Ramírez, F Segovia, JM Jiménez‐Hoyuela, ...
Medical physics 39 (10), 5971-5980, 2012
1272012
Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules
M López, J Ramírez, JM Górriz, D Salas-Gonzalez, I Alvarez, F Segovia, ...
Electronics letters 45 (8), 389-391, 2009
1202009
Alzheimer’s diagnosis using eigenbrains and support vector machines
I Alvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, ...
Bio-Inspired Systems: Computational and Ambient Intelligence: 10th …, 2009
1202009
Digital image analysis for automatic enumeration of malaria parasites using morphological operations
JE Arco, JM Górriz, J Ramírez, I Álvarez, CG Puntonet
Expert Systems with Applications 42 (6), 3041-3047, 2015
1112015
Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees
D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, ...
Physics in Medicine & Biology 55 (10), 2807, 2010
972010
Independent component analysis-support vector machine-based computer-aided diagnosis system for Alzheimer’s with visual support
L Khedher, IA Illán, JM Górriz, J Ramírez, A Brahim, A Meyer-Baese
International journal of neural systems 27 (03), 1650050, 2017
902017
Feature selection using factor analysis for Alzheimer's diagnosis using PET images
D Salas‐Gonzalez, JM Górriz, J Ramírez, IA Illán, M López, F Segovia, ...
Medical physics 37 (11), 6084-6095, 2010
902010
Computer aided diagnosis of Alzheimer’s disease using component based SVM
IA Illán, JM Górriz, MM López, J Ramírez, D Salas-Gonzalez, F Segovia, ...
Applied Soft Computing 11 (2), 2376-2382, 2011
862011
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database
F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez, M López, ...
Neurocomputing 75 (1), 64-71, 2012
832012
Improved parkinsonism diagnosis using a partial least squares based approach
F Segovia, JM Górriz, J Ramírez, I Alvarez, JM Jiménez‐Hoyuela, ...
Medical physics 39 (7Part1), 4395-4403, 2012
782012
Automatic computer aided diagnosis tool using component-based SVM
JM Górriz, J Ramírez, A Lassl, D Salas-Gonzalez, EW Lang, CG Puntonet, ...
2008 IEEE Nuclear Science Symposium Conference Record, 4392-4395, 2008
772008
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
J Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, ...
Journal of neuroscience methods 302, 47-57, 2018
762018
Application of empirical mode decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson disease
A Rojas, JM Górriz, J Ramírez, IA Illán, FJ Martínez-Murcia, A Ortiz, ...
Expert Systems with Applications 40 (7), 2756-2766, 2013
742013
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