Ignacio Alvarez Illan

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Juan Manuel Gorriz SaezFull Professor at University of GranadaDirección de correo verificada de ugr.es
Javier RamírezUniversity of GranadaDirección de correo verificada de ugr.es
Diego Salas-GonzalezDpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de GranadaDirección de correo verificada de ugr.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINDirección de correo verificada de ugr.es
Pablo PadillaUniversity of GranadaDirección de correo verificada de ugr.es
Francisco Jesus Martinez MurciaUGR - Andalusian Institute in Data Science and Artificial Intelligence. Dpt. of Signal TheoryDirección de correo verificada de ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabDirección de correo verificada de ic.uma.es
Diego Castillo-BarnesPosdoctoral researcher at University of GranadaDirección de correo verificada de ugr.es
Anke Meyer-BaeseProfessor of Scientific Computing, Florida State UniversityDirección de correo verificada de fsu.edu
Alzheimer's Disease Neuroimaging Ini...Dirección de correo verificada de njit.edu
Katja PinkerMemorial Sloan Kettering Cancer CenterDirección de correo verificada de mskcc.org
John SucklingDepartment of Psychiatry, University of cambridgeDirección de correo verificada de cam.ac.uk
Carmen Jiménez-MesaPhD Student at University of GranadaDirección de correo verificada de ugr.es
Abdelbasset BRAHIMResearcher, IMT atlantiqueDirección de correo verificada de inserm.fr
Andreas LasslUniversität Regensburg / Universidad de GranadaDirección de correo verificada de de.bosch.com
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHDirección de correo verificada de med.uni-muenchen.de
Juan E. ArcoPostdoctoral Researcher, University of MalagaDirección de correo verificada de ic.uma.es
Jorge MunillaProfessor of Telecommunication Engineering, University of MalagaDirección de correo verificada de ic.uma.es
David López-GarcíaMind, Brain and Behaviour Research Centre (CIMCYC), University of GranadaDirección de correo verificada de ugr.es
Marc LobbesAssistant professor RadiologyDirección de correo verificada de mumc.nl

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Ignacio Alvarez Illan

Universidad de Granada

Dirección de correo verificada de ugr.es - Página principal

pattern recognition supervised learning computer aided diagnosis artificial intelligence medical imaging


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	217	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	202	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	181	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	180	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	159	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	137	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	136	2010
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	119	2012
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	115	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, ... Electronics letters 45 (8), 389-391, 2009	112	2009
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	91	2015
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	87	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	82	2010
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	80	2012
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	80	2011
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	77	2017
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	73	2012
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	72	2008
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, ... Frontiers in computational neuroscience 9, 132, 2015	65	2015
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	63	2013

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