Fermín Segovia
Fermín Segovia
Department of Signal Theory, Networking and Communications, University of Granada, SPAIN
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Early diagnosis of Alzheimer׳ s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images
L Khedher, J Ramírez, JM Górriz, A Brahim, F Segovia, ...
Neurocomputing 151, 139-150, 2015
1932015
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
1692011
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
1552011
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 Álvarez, ...
Neuroscience Letters 461 (3), 293-297, 2009
1342009
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
1082010
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
1052009
Alzheimer's diagnosis using eigenbrains and support vector machines
I Alvarez, JM Górriz, J Ramírez, D Salas-Gonzalez, M López, CG Puntonet, ...
Electronics Letters 45 (7), 342-343, 2009
1052009
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
1002009
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
882012
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
852011
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
682012
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, ...
Physics in Medicine & Biology 55 (10), 2807, 2010
672010
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
662011
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
662010
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
622012
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, ...
Pattern Recognition Letters 31 (11), 1342-1347, 2010
512010
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, ...
Neuroscience Letters 461 (1), 60-64, 2009
502009
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
Expert Systems with Applications 40 (2), 677-683, 2013
452013
SPECT image classification using random forests
J Ramírez, JM Górriz, R Chaves, M López, D Salas-Gonzalez, I Alvarez, ...
Electronics letters 45 (12), 604-605, 2009
432009
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, ...
Neuroscience Letters 474 (1), 58-62, 2010
372010
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