Diego Salas-Gonzalez
Diego Salas-Gonzalez
Dpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de Granada
Потвърден имейл адрес: ugr.es - Начална страница
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
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
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
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
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
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
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
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies
A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira
Applied Soft Computing 13 (5), 2668-2682, 2013
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
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
Computer aided diagnosis tool for Alzheimer’s disease based on Mann–Whitney–Wilcoxon U-test
FJ Martínez-Murcia, JM Górriz, J Ramirez, CG Puntonet, ...
Expert Systems with Applications 39 (10), 9676-9685, 2012
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering
A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez
Information Sciences 262, 117-136, 2014
GMM based SPECT image classification for the diagnosis of Alzheimer’s disease
JM Górriz, F Segovia, J Ramírez, A Lassl, D Salas-Gonzalez
Applied Soft Computing 11 (2), 2313-2325, 2011
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
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
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks
A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, ...
Frontiers in neuroinformatics 13, 48, 2019
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
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
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
Segmentation of brain MRI using SOM‐FCM‐based method and 3D statistical descriptors
A Ortiz, AA Palacio, JM Górriz, J Ramírez, D Salas-González
Computational and mathematical methods in medicine 2013 (1), 638563, 2013
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