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I

I. Álvarez

university of granada

34H-index
142Paper Count
3.5KCitation Count
Published Papers 31
Publication Date
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Robust validation of neuroimaging and clinical models via the SAR method: A case study based on the ADNI dataset
errNeuroImage
IF4.5
err2026-04-22
err0
errOAAI
errAlejandro Hernández Segura; Ignacio Álvarez Illán; Javier Ramírez Pérez de Inestrosa; Fermín Segovia Román; Francisco Jesús Martínez Murcia; Johannes Levin; Juan Manuel Górriz Sáez
errShare
errSave
Unraveling the Autism Spectrum Heterogeneity: Insights From ABIDE I Database Using Data/Model-Driven Permutation Testing Approaches
errBrain and Behavior
IF2.7
err2026-01-31
err0
errOAAI
errFrancisco José Alcaide; Ignacio Alvarez Illan; Javier Ramírez; Juan Manuel Gorriz
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errSave
Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2024-05-22
err2
PREAI
errMartinez-Murcia, Francisco J.; Arco, Juan Eloy; Jimenez-Mesa, Carmen; Segovia, Fermin; Illan, Ignacio A.; Ramirez, Javier; Gorriz, Juan Manuel
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errSave
Connected system for monitoring electrical power transformers using thermal imaging
errINTEGRATED COMPUTER-AIDED ENGINEERING
IF5.3
err2023-08-31
err3
errOAAI
errSegovia, F.; Ramirez, J.; Salas-Gonzalez, D.; Illan, I. A.; Martinez-Murcia, F. J.; Rodriguez-Rivero, J.; Leiva, F. J.; Gaitan, C.; Gorriz, J. M.
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errSave
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning
errINFORMATION FUSION
IF15.5
err2020-06-01
err19
errOAAI
errCastillo-Barnes, Diego; Su, Li; Ramirez, Javier; Salas-Gonzalez, Diego; Martinez-Murcia, Francisco J.; Illan, Ignacio A.; Segovia, Fermin; Ortiz, Andres; Cruchaga, Carlos; Farlow, Martin R.; Xiong, Chengjie; Graff-Radford, Neil R.; Schofield, Peter R.; Masters, Colin L.; Salloway, Stephen; Jucker, Mathias; Mori, Hiroshi; Levin, Johannes; Gorriz, Juan M.
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errSave
Granger causality-based information fusion applied to electrical measurements from power transformers
errINFORMATION FUSION
IF15.5
err2020-05-01
err10
errOAAI
errRodriguez-Rivero, J.; Ramirez, J.; Martinez-Murcia, F. J.; Segovia, F.; Ortiz, A.; Salas, D.; Castillo-Barnes, D.; Illan, I. A.; Puntonet, C. G.; Jimenez-Mesa, C.; Leiva, F. J.; Carillo, S.; Suckling, J.; Gorriz, J. M.
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errSave
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis
errIEEE ACCESS
IF3.6
err2020-01-01
err17
errOAAI
errJimenez-Mesa, Carmen; Alvarez Illan, Ignacio; Martin-Martin, Alberto; Castillo-Barnes, Diego; Jesus Martinez-Murcia, Francisco; Ramirez, Javier; Gorriz, Juan M.
errShare
errSave
Plantar fasciopathy: a current concepts review
errEFORT OPEN REVIEWS
IF4
err2018-08-01
err51
errOAAI
errMonteagudo, Manuel; Martinez de Albornoz, Pilar; Gutierrez, Borja; Tabuenca, Jose; Alvarez, Ignacio
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errSave
A semi-supervised learning approach for model selection based on class-hypothesis testing
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-12-01
err13
PREAI
errGorriz, Juan M.; Ramirez, Javier; Suckling, John; Martinez-Murcia, F. J.; Illan, I. A.; Segovia, F.; Ortiz, A.; Salas-Gonzalez, D.; Castillo-Barnes, D.; Puntonet, C. G.
errShare
errSave
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2017-02-27
err71
PREAI
errKhedher, Laila; Illan, Ignacio A.; Gorriz, Juan M.; Ramirez, Javier; Brahim, Abdelbasset; Meyer-Baese, Anke
errShare
errSave
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM
errIEEE ACCESS
IF3.6
err2017-01-01
err28
errOAAI
errGorriz, J. M.; Ramirez, J.; Suckling, J.; Illan, Ignacio Alvarez; Ortiz, Andres; Martinez-Murcia, F. J.; Segovia, Fermin; Salas-Gonzalez, D.; Wang, Shuihua
errShare
errSave
Digital image analysis for automatic enumeration of malaria parasites using morphological operations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-04-01
err57
errOAAI
errArco, J. E.; Gorriz, J. M.; Ramirez, J.; Alvarez, I.; Puntonet, C. G.
errShare
errSave
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches
errNEUROCOMPUTING
IF6.5
err2015-02-01
err15
PREAI
errPadilla, P.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Illan, I. A.
errShare
errSave
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging
errNEUROCOMPUTING
IF6.5
err2014-02-01
err46
PREAI
errMartinez-Murcia, F. J.; Gorriz, J. M.; Ramirez, J.; Illan, I. A.; Ortiz, A.
errShare
errSave
Functional activity maps based on significance measures and Independent Component Analysis
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2013-07-01
err22
errOAAI
errMartinez-Murcia, F. J.; Gorriz, J. M.; Ramirez, J.; Puntonet, C. G.; Illan, I. A.
errShare
errSave
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2013-06-01
err62
PREAI
errRojas, A.; Gorriz, J. M.; Ramirez, J.; Illan, I. A.; Martinez-Murcia, F. J.; Ortiz, A.; Gomez Rio, M.; Moreno-Caballero, M.
errShare
errSave
Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2013-02-01
err37
PREAI
errSegovia, F.; Gorriz, J. M.; Ramirez, J.; Salas-Gonzalez, D.; Alvarez, I.
errShare
errSave
On the empirical mode decomposition applied to the analysis of brain SPECT images
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2012-12-01
err13
PREAI
errGallix, A.; Gorriz, J. M.; Ramirez, J.; Illan, I. A.; Lang, E. W.
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errSave
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2012-11-01
err7
PREAI
errAlvarez Illan, Ignacio; Manuel Gorriz, Juan; Ramirez, Javier; Lang, Elmar W.; Salas-Gonzalez, Diego; Puntonet, Carlos G.
errShare
errSave
Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging
errMEDICAL PHYSICS
IF3.2
err2012-09-12
err83
PREAI
errIllan, I. A.; Gorriz, J. M.; Ramirez, J.; Segovia, F.; Jimenez-Hoyuela, J. M.; Ortega Lozano, S. J.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
C
Colin L. Masters
H-index: 172 · Papers: 2.1K
M
Martin R. Farlow
H-index: 116 · Papers: 811
P
Peter R. Schofield
H-index: 116 · Papers: 812
S
Stephen Salloway
H-index: 105 · Papers: 617
J
John Suckling
H-index: 102 · Papers: 610
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