Ignacio Álvarez Illán


Researcher Profile

Total From 2016:
Citas Total: 2996 From 2016: 1989
Índice H Total: 29 From 2016: 26
Índice i10 Total: 60 From 2016: 49

Papers (127)

Title Authors Year
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning D Castillo-Barnes, L Su, J Ramírez, D Salas-Gonzalez, .... 2020
Optimized One vs One approach in multiclass classification for early Alzheimer’s Disease and Mild Cognitive Impairment diagnosis C Jiménez-Mesa, IA Illan, A Martín-Martín, D Castillo-Barnes, .... 2020
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia FJ Martínez-Murcia, A Ortiz, R Morales-Ortega, PJ López, JL Luque, .... 2019
Support Vector Machine Failure in Imbalanced Datasets IA Illan, JM Górriz, J Ramirez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2019
Comparison Between Affine and Non-affine Transformations Applied to I-FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis D Castillo-Barnes, FJ Martinez-Murcia, F Segovia, IA Illán, .... 2019
Clinical burden of illness in patients with phenylketonuria (PKU) and associated comorbidities-a retrospective study of German health insurance claims data KF Trefz, AC Muntau, KM Kohlscheen, J Altevers, C Jacob, S Braun, .... 2019
Author Correction: Genetic meta-analysis of diagnosed Alzheimer’s disease identifies new risk loci and implicates Aβ, tau, immunity and lipid processing BW Kunkle, B Grenier-Boley, R Sims, JC Bis, V Damotte, AC Naj, .... 2019
AN INTERIM ANALYSIS OF THE KAMPER AND PKUDOS REGISTRIES: EFFICACY AND SAFETY OF SAPROPTERIN BEFORE AND DURING PREGNANCY F Feillet, C Ficicioglu, F Lagler, N Longo, J Alm, A Muntau, A Burlina, .... 2019
Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers J Rodrguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, .... 2019
Statistical Agnostic Mapping: A Framework In Neuroimaging Based On Concentration Inequalities JM Gorriz, S Group. 2019
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, .... 2018
Machine learning for accurate differentiation of benign and malignant breast tumors presenting as non-mass enhancement IA Illan, A Tahmassebi, J Ramirez, JM Gorriz, SY Foo, K Pinker-Domenig, .... 2018
Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. IA Illan, J Ramirez, JM Górriz, K Pinker, A Meyer-Baese. 2018
Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging IA Illan, J Ramirez, JM Gorriz, MA Marino, D Avendano, T Helbich, .... 2018
Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis IA Illan, J Ramirez, JM Gorriz, K Pinker, A Meyer-Baese. 2018
3D Gabor Filters for Chest Segmentation in DCE-MRI IA Illan, JP Matos, J Ramirez, JM Górriz, S Foo, A Meyer-Baese. 2018
Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets IA Illan, J Ramirez, JM Gorriz, K Pinker, A Meyer-Baese. 2018
Prevalence of comorbid conditions among adult patients diagnosed with phenylketonuria BK Burton, KB Jones, S Cederbaum, F Rohr, S Waisbren, DE Irwin, G Kim, .... 2018
AN INTERIM ANALYSIS OF THE KUVAN (R) ADULT MATERNAL PAEDIATRIC EUROPEAN REGISTRY (KAMPER) AND PHENYLKETONURIA DEVELOPMENTAL OUTCOMES AND SAFETY (PKUDOS) REGISTRIES: PREGNANCIES F Feillet, C Ficicioglu, FB Lagler, N Longo, J Alm, AC Muntau, A Burlina, .... 2018
SEVENTH INTERIM ANALYSIS OF THE KUVAN ADULT MATERNAL PAEDIATRIC EUROPEAN REGISTRY (KAMPER): INTERIM RESULTS IN BH4 DEFICIENCY PATIENTS FJ van Spronsen, A Burlina, J Alma, A Belanger-Quintana, F Feillet, .... 2018
SEVENTH INTERIM ANALYSIS OF THE KUVAN (R) ADULT MATERNAL PAEDIATRIC EUROPEAN REGISTRY (KAMPER): INTERIM RESULTS IN PHENYLKETONURIA PATIENTS AC Muntau, FB Lagler, F Feillet, J Alm, A Burlina, A Belanger-Quintana, .... 2018
Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI IA Illan, J Ramirez, JM Górriz, K Pinker, A Meyer-Baese. 2018
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. 2017
Case-based statistical learning: a non-parametric implementation with a conditional-error rate SVM JM Górriz, J Ramírez, J Suckling, IA Illán, A Ortiz, FJ Martínez-Murcia, .... 2017
A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, .... 2017
A semi-supervised learning approach for model selection based on class-hypothesis testing JM Gorriz, J Ramirez, J Suckling, FJ Martínez-Murcia, IA Illan, F Segovia, .... 2017
Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases FJ Martinez-Murcia, JM Górriz, J Ramírez, IA Illán, F Segovia, .... 2017
Dynamical graph theory networks methods for the analysis of sparse functional connectivity networks and for determining pinning observability in brain networks A Meyer-Bäse, RG Roberts, IA Illan, U Meyer-Bäse, M Lobbes, .... 2017
Evaluating Alzheimer’s disease diagnosis using texture analysis FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, .... 2017
Case-based statistical learning applied to SPECT image classification JM Górriz, J Ramírez, IA Illán, FJ Martínez-Murcia, F Segovia, .... 2017
Automatic separation of Parkinsonian patients and control subjects based on the striatal morphology F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2017
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes JM Górriz, J Ramírez, M Moreno-Caballero, FJ Martínez-Murcia, A Ortiz, .... 2017
On a heavy-tailed intensity normalization of the Parkinson’s Progression Markers Initiative brain database D Castillo-Barnes, C Argal, F Segovia, FJ Martınez-Murcia, IA Illán, .... 2017
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI D Castillo-Barnes, I Peis, FJ Martínez-Murcia, F Segovia, IA Illán, .... 2017
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images JM Górriz, J Ramírez, FJ Martínez-Murcia, IA Illán, F Segovia, .... 2017
Machine learning for challenging tumour detection and classification in breast cancer IA Illan, A Meyer-Baese, JP Matos, M Lobbes, K Pinker-Domenig. 2017
MRI brain segmentation using hidden Markov random fields with alpha-stable distributions I Peis, IA Illán, FJ Martínez-Murcia, F Segovia, JM Górriz, J Ramírez, .... 2016
PETRA: A web-based system supporting computer aided diagnosis of alzheimer's disease F Segovia, IA Illán, D Salas-Gonzalez, FJ Martínez-Murcia, A Ortiz, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Statistical feature selection and classification models for Alzheimer's disease progression assessment A Domínguez, J Ramírez, JM Górriz, F Segovia, D Salas-Gonzalez, .... 2016
Digital image analysis for automatic enumeration of malaria parasites using morphological operations JE Arco, JM Górriz, J Ramírez, I Álvarez, CG Puntonet. 2015
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's disease diagnosis A Ortiz, J Munilla, I Álvarez-Illán, JM Górriz, J Ramírez, .... 2015
Building a FP-CIT SPECT brain template using a posterization approach D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, .... 2015
Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks F Segovia, IA Illán, JM Górriz, J Ramírez, A Rominger, J Levin. 2015
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches P Padilla, JM Górriz, J Ramírez, D Salas-Gonzalez, IA Illán. 2015
Independent component analysis-based classification of Alzheimer’s disease from segmented MRI data L Khedher, J Ramírez, JM Górriz, A Brahim, IA Illán. 2015
A volumetric radial LBP projection of MRI brain images for the diagnosis of Alzheimer’s disease FJ Martínez-Murcia, A Ortiz, JM Górriz, J Ramírez, IA Illán. 2015
Projecting MRI brain images for the detection of Alzheimer’s Disease J RAMIREZ, IA ILLAN, D SALAS-GONZALEZ. 2015
Affine registration of [123I] FP-CIT SPECT brain images D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, .... 2015
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing P Padilla, J Ramírez, JM Górriz, D Salas-González, I Alvarez-Illán. 2015
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, A Ortiz, .... 2014
Spatial component analysis of MRI data for alzheimer's disease diagnosis: a bayesian network approach IA Illan, JM Górriz, J Ramírez, A Meyer-Base. 2014
Projecting MRI brain images for the detection of Alzheimer's Disease. FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, D Salas-González, .... 2014
PETRA: Multivariate analyses for neuroimaging data F Segovia-Román, I Álvarez Illán, D Salas-Gonzalez, FJ Martínez-Murcia, .... 2014
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. P Padilla, J Ramírez, JM Górriz, D Salas-Gonzalez, IÁ Illán. 2014
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, .... 2013
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, .... 2013
Early diagnosis of Alzheimer’s disease based on partial least squares and support vector machine F Segovia, JM Górriz, J Ramírez, D Salas-Gonzalez, I Álvarez. 2013
Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, EW Lang. 2013
Functional activity maps based on significance measures and independent component analysis FJ Martínez-Murcia, JM Górriz, J Ramírez, CG Puntonet, IA Illán, .... 2013
Texture features based detection of Parkinson’s disease on DaTSCAN images FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, CG Puntonet. 2013
Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization D Salas-Gonzalez, JM Górriz, J Ramírez, P Padilla, IA Illán. 2013
Automatic orientation of functional brain images for multiplataform software IA Illán, JM Górriz, J Ramirez, D Salas-González, FJ Martínez-Murcia, .... 2013
Early Computer Aided Diagnosis of Parkinson’s Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold P Padilla, JM Górriz, J Ramírez, D Salas-González, I Álvarez. 2013
Automatic assistance to Parkinsonˈs disease diagnosis in DaTSCAN SPECT imaging IA Illán, JM Górriz, J Ramírez, F Segovia, JM Jiménez‐Hoyuela, .... 2012
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, .... 2012
Improved Parkinsonism diagnosis using a partial least squares based approach F Segovia, JM Górriz, J Ramírez, I Alvarez, JM Jiménez‐Hoyuela, .... 2012
Functional brain image classification using association rules defined over discriminant regions R Chaves, J Ramírez, JM Górriz, IA Illán, .... 2012
On the empirical mode decomposition applied to the analysis of brain SPECT images A Gallix, JM Górriz, J Ramírez, IA Illan, EW Lang. 2012
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging IA Illán, JM Górriz, J Ramírez, EW Lang, D Salas-Gonzalez, CG Puntonet. 2012
FDG and PIB biomarker PET analysis for the Alzheimer's disease detection using Association Rules R Chaves, J Ramirez, JM Górriz, IA Illán, D Salas-Gonzalez. 2012
Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. F Segovia, JM Górriz, J Ramírez, R Chaves, IÁ Illán. 2012
Effective diagnosis of Alzheimer’s disease by means of large margin-based methodology R Chaves, J Ramírez, JM Górriz, IA Illán, M Gómez-Río, C Carnero. 2012
Intensity normalization of FP-cit spect in patients with parkinsonism using the α-stable distribution D Salas-Gonzalez, JM Górriz, J Ramirez, FJ Martínez, R Chaves, .... 2012
Empirical Mode Decomposition as a feature extraction method for Alzheimer's Disease Diagnosis A Rojas, JM Górriz, J Ramírez, A Gallix, IA Illán. 2012
I-123-Ioflupane brain SPECT imaging analysis for computer aided parkinsonian syndromes diagnosis M Moreno Caballero, I Alvarez Illan, A Romero Villarubia, .... 2012
SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition. A Gallix, JM Górriz, J Ramírez, IÁ Illán, EW Lang. 2012
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, MM López, F Segovia, .... 2011
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, .... 2011
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. 2011
Computer aided diagnosis of Alzheimer’s disease using component based SVM IA Illán, JM Górriz, MM López, J Ramírez, D Salas-Gonzalez, F Segovia, .... 2011
Efficient mining of association rules for the early diagnosis of Alzheimer's disease R Chaves, JM Górriz, J Ramírez, IA Illán, D Salas-Gonzalez, .... 2011
Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2011
The Alzheimer Disease Neuroimaging initiative, Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer’s disease M López, J Ramírez, JM Górriz, IA Illan, D Salas-Gonzalez, F Segovia. 2011
Effective diagnosis of Alzheimer’s disease by means of distance metric learning and random forest R Chaves, J Ramírez, JM Górriz, I Illán, F Segovia, A Olivares. 2011
Effective Diagnosis of Alzheimer’s Disease by Means of Distance Metric Learning R Chaves, J Ramírez, JM Górriz, D Salas-Gonzalez, M López, I Illán, .... 2011
. Functional Brain Image Preprocessing For Com-puter Aided Diagnosis Systems R Chaves, D Salas-Gonzalez, J Ramırez, JM Gorriz, M Lopez, I Alvarez, .... 2011
. A Comparison between Univariate and Multivariate Supervised Learning for Classification of SPECT Images F Segovia, JM Gorriz, J Ramırez, D Salas-Gonzalez, IA Illan, M Lopez, .... 2011
El concepto emergente de gestión educativa estratégica y desafíos para la formación en gestión I Álvarez, C Topete, A Abundes. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
Functional Brain Image Preprocessing For Com-puter Aided Diagnosis Systems R Chaves, D Salas-Gonzalez, J Ramırez, JM Gorriz, M Lopez, I Alvarez, .... 2011
A Comparison between Univariate and Multivariate Supervised Learning for Classification of SPECT Images F Segovia, JM Gorriz, J Ramırez, D Salas-Gonzalez, IA Illan, M Lopez, .... 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
The alzheimer's disease neuroimaging initiative 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. 2011
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, .... 2010
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, .... 2010
Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Alvarez, F Segovia, .... 2010
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease IÁ Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, F Segovia, .... 2010
Classification of functional brain images using a GMM-based multi-variate approach F Segovia, JM Górriz, J Ramírez, D Salas-González, I Álvarez, M López, .... 2010
Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis P Padilla, JM Górriz, J Ramirez, R Chaves, F Segovia, I Alvarez, .... 2010
Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction P Padilla, JM Górriz, J Ramírez, EW Lang, R Chaves, F Segovia, M López, .... 2010
Selecting regions of interest in SPECT images using Wilcoxon test for the diagnosis of Alzheimer’s disease D Salas-Gonzalez, JM Górriz, J Ramírez, F Segovia, R Chaves, M López, .... 2010
Effective diagnosis of Alzheimer’s disease by means of association rules R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Illán, .... 2010
Early Alzheimer's disease diagnosis using partial least squares and random forests J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, .... 2010
Machine learning for very early Alzheimer's Disease diagnosis; a18F-FDG and PiB PET comparison IA Illan, JM Gorriz, J Ramirez, R Chaves, F Segovia, M López, .... 2010
Partial least squares for feature extraction of SPECT images F Segovia, J Ramírez, JM Górriz, R Chaves, D Salas-Gonzalez, M López, .... 2010
Improving the convergence rate in affine registration of pet brain images using histogram matching D Salas-Gonzalez, J Estrada, JM Gorriz, J Ramirez, F Segovia, R Chaves, .... 2010
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer’s Disease P Padilla, JM Górriz, J Ramírez, E Lang, R Chaves, F Segovia, I Álvarez, .... 2010
Exploring Symmetry to Assist Alzheimer’s Disease Diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, P Padilla, .... 2010
Alzheimer's diseases detection in functional images using 2D Gabor wavelet analysis (vol 46, pg 556, 2010) P Padilla, JM Gorriz, J Ramirez, R Chaves, F Segovia, I Alvarez, .... 2010
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, .... 2009
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, .... 2009
Alzheimer's diagnosis using eigenbrains and support vector machines I Álvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, CG Puntonet, .... 2009
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, .... 2009
Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines D Salas-Gonzalez, JM Górriz, J Ramírez, M López, IA Illan, F Segovia, .... 2009
SPECT image classification using random forests J Ramírez, JM Górriz, R Chaves, M López, D Salas-Gonzalez, I Alvarez, .... 2009
Computer aided diagnosis of the Alzheimer's disease combining spect-based feature selection and random forest classifiers J Ramirez, R Chaves, JM Gorriz, M Lopez, IÁ Lvarez, D Salas-Gonzalez, .... 2009
Automatic system for alzheimer’s disease diagnosis using eigenbrains and bayesian classification rules M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Multivariate approaches for Alzheimer's disease diagnosis using Bayesian classifiers M Lopez, J Ramirez, JM Gorriz, D Salas-Gonzalez, I Alvarez, F Segovia, .... 2009
Support vector machines and neural networks for the alzheimer’s disease diagnosis using pca M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Análisis en Componentes de Imágenes Funcionales para la Ayuda al Diagnóstico de la Enfermedad de Alzheimer IA Illán. 2009
Functional brain image classification techniques for early Alzheimer disease diagnosis J Ramírez, R Chaves, JM Górriz, I Álvarez, M López, D Salas-Gonzalez, .... 2009
Effective detection of the alzheimer disease by means of coronal NMSE SVM feature classification J Ramírez, R Chaves, JM Górriz, I Álvarez, D Salas-Gonzalez, M López, .... 2009
SPECT image classification based on NMSE feature correlation weighting and SVM R Chaves, J Ramirez, JM Gorriz, M Lopez, I Alvarez, D Salas-Gonzalez, .... 2009
Classification of spect images using clustering techniques revisited JM Górriz, J Ramírez, A Lassl, I Álvarez, F Segovia, D Salas, M López. 2009
Spect image classification techniques for computer aided diagnosis of the alzheimer disease J Ramírez, R Chaves, JM Górriz, M López, D Salas-Gonzalez, I Álvarez, .... 2009
Neurological image classification for the Alzheimer's Disease diagnosis using Kernel PCA and Support Vector Machines M Lopez, J Ramirez, JM Gorriz, D Salas-Gonzalez, IÁ Lvarez, F Segovia, .... 2009
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2009
Automatic selection of ROIs using a model-based clustering approach F Segovia, JM Górriz, J Ramírez, D Salas-González, IA Illán, M López, .... 2009
Independent Component Analysis of SPECT Images to Assist the Alzheimer’s Disease Diagnosis I Álvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, CG Puntonet, .... 2009
Computer aided diagnosis of alzheimer’s disease using principal component analysis and bayesian classifiers M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, .... 2009
Dielectric Branes in Nontrivial Backgrounds IA Illan. 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer’s Disease in Brain SPECT Images Using Welch’s t-Test D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2009
fMRI data analysis using a novel clustering technique F Segovia, JM Górriz, J Ramírez, D Salas-González, IA Illán, M López, .... 2009
Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2009
Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images D Salas-Gonzalez, JM Górriz, J Ramírez, I Álvarez, M López, F Segovia, .... 2009
Automatic computer aided diagnosis tool using component-based SVM JM Górriz, J Ramírez, A Lassl, D Salas-Gonzalez, EW Lang, CG Puntonet, .... 2008
Early detection of the alzheimer disease combining feature selection and kernel machines J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Álvarez, F Segovia, .... 2008
Automatic classification system for the diagnosis of alzheimer disease using Component-Based SVM aggregations I Álvarez, M López, JM Górriz, J Ramírez, D Salas-Gonzalez, CG Puntonet, .... 2008
Computer aided diagnosis of alzheimer disease using support vector machines and classification trees D Salas-Gonzalez, JM Górriz, J Ramírez, M López, I Álvarez, F Segovia, .... 2008
On the gauge invariance and coordinate transformations of non-Abelian D-brane actions J Adam, IA Illán, B Janssen. 2005
Cultivation of Ganoderma lucidum and itrs effect on the production of lymphocites C Soto-Velazco, MC López, E Vázquez-Valls, I Alvarez. 2002
Planificación y control de gestión en la empresa constructora Delta SA GE Alvarez, I Alvarez. 1993

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