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Francisco J. Martínez-Murcia

university of granada

29H-index
133Paper Count
2.7KCitation Count
Published Papers 41
Publication Date
Statistical agnostic regression: A machine learning method to validate regression models
err2025-05-01
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errJ.M. Gorriz; J. Ramirez; F. Segovia; C. Jimenez-Mesa; F.J. Martinez-Murcia; J. Suckling
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Exploratory analysis of the proteomic profile in plasma in adults with Down syndrome in the context of Alzheimer's disease
err2025-03-20
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errWagemann, O; Nübling, G; Martínez-Murcia, FJ; Wlasich, E; Loosli, SV; Sandkühler, K; Stockbauer, A; Prix, C; Katzdobler, S; Petrera, A; Hauck, SM; Fortea, J; Romero-Zaliz, R; Jiménez-Mesa, C; Sáez, JMG; Höglinger, G; Levin, J
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Frequency and Longitudinal Course of Behavioral and Neuropsychiatric Symptoms in Participants With Genetic Frontotemporal Dementia
err2024-10-22
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errSchoenecker, Sonja; Martinez-Murcia, Francisco J.; Denecke, Jannis; Franzmeier, Nicolai; Danek, Adrian; Wagemann, Olivia; Prix, Catharina; Wlasich, Elisabeth; Voeglein, Jonathan; Loosli, Sandra V.; Brauer, Anna; Gorriz Saez, Juan-Manuel; Bouzigues, Arabella; Russell, Lucy L.; Foster, Phoebe H.; Ferry-Bolder, Eve; van Swieten, John C.; Jiskoot, Lize C.; Seelaar, Harro; Sanchez-Valle, Raquel; Laforce, Robert; Graff, Caroline; Galimberti, Daniela; Vandenberghe, Rik; de Mendonca, Alexandre; Tiraboschi, Pietro; Santana, Isabel; Gerhard, Alexander; Sorbi, Sandro; Otto, Markus; Pasquier, Florence; Ducharme, Simon; Butler, Christopher; Le Ber, Isabelle; Finger, Elizabeth; Tartaglia, Maria Carmela; Masellis, Mario; Rowe, James B.; Synofzik, Matthis; Moreno, Fermin; Borroni, Barbara; Rohrer, Jonathan D.; Priller, Josef; Hoeglinger, Guenter U.; Levin, Johannes
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Unraveling Brain Synchronisation Dynamics by Explainable Neural Networks using EEG Signals: Application to Dyslexia Diagnosis
err2024-07-02
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errGallego-Molina, Nicolas J.; Ortiz, Andres; Arco, Juan E.; Martinez-Murcia, Francisco J.; Woo, Wai Lok
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Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning
err2024-05-22
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errMartinez-Murcia, Francisco J.; Arco, Juan Eloy; Jimenez-Mesa, Carmen; Segovia, Fermin; Illan, Ignacio A.; Ramirez, Javier; Gorriz, Juan Manuel
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
err2023-12-01
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errGorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M.
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Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects
err2023-11-01
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errJimenez-Mesa, Carmen; Arco, Juan E.; Martinez-Murcia, Francisco Jesus; Suckling, John; Ramirez, Javier; Gorriz, Juan Manuel
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Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification
err2023-10-01
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errArco, Juan E.; Ortiz, Andres; Ramirez, Javier; Martinez-Murcia, Francisco J.; Zhang, Yu-Dong; Broncano, Jordi; Berbis, M. Alvaro; Royuela-del-Val, Javier; Luna, Antonio; Gorriz, Juan M.
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Connected system for monitoring electrical power transformers using thermal imaging
err2023-08-31
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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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Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data
err2023-07-21
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errCastillo-Barnes, D.; Martinez-Murcia, F. J.; Jimenez-Mesa, C.; Arco, J. E.; Salas-Gonzalez, D.; Ramirez, J.; Gorriz, J. M.
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Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data
err2023-02-25
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errGallego-Molina, Nicolas J.; Ortiz, Andres; Martinez-Murcia, Francisco J. J.; Rodriguez-Rodriguez, Ignacio; Luque, Juan L. L.
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Uncertainty-driven ensembles of multi-scale deep architectures for image classification
err2023-01-01
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errArco, Juan E.; Ortiz, Andres; Ramirez, Javier; Martinez-Murcia, Francisco J.; Zhang, Yu-Dong; Gorriz, Juan M.
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Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia
err2022-09-06
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errSchoenecker, Sonja; Martinez-Murcia, Francisco J.; Rauchmann, Boris-Stephan; Franzmeier, Nicolai; Prix, Catharina; Wlasich, Elisabeth; Loosli, Sandra V.; Bochmann, Katja; Gorriz Saez, Juan-Manuel; Laforce, Robert, Jr.; Ducharme, Simon; Tartaglia, Maria Carmela; Finger, Elizabeth; de Mendonca, Alexandre; Santana, Isabel; Sanchez-Valle, Raquel; Moreno, Fermin; Sorbi, Sandro; Tagliavini, Fabrizio; Borroni, Barbara; Otto, Markus; Synofzik, Matthis; Galimberti, Daniela; Vandenberghe, Rik; van Swieten, John; Butler, Christopher; Gerhard, Alexander; Graff, Caroline; Danek, Adrian; Rohrer, Jonathan D.; Masellis, Mario; Rowe, James; Levin, Johannes
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Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis
err2022-03-01
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errGallego-Molina, Nicolas J.; Ortiz, Andres; Martinez-Murcia, Francisco J.; Formoso, Marco A.; Gimenez, Almudena
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Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy
err2021-09-01
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errMartinez-Murcia, Francisco J.; Ortiz, Andres; Ramirez, Javier; Gorriz, Juan M.; Cruz, Ricardo
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Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
err2021-02-01
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errGorriz, J. M.; Jimenez-Mesa, C.; Romero-Garcia, R.; Segovia, F.; Ramirez, J.; Castillo-Barnes, D.; Martinez-Murcia, F. J.; Ortiz, A.; Salas-Gonzalez, D.; Illan, I. A.; Puntonet, C. G.; Lopez-Garcia, D.; Gomez-Rio, M.; Suckling, J.
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Expectation-Maximization algorithm for finite mixture of α-stable distributions
err2020-11-01
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PREAI
errCastillo-Barnes, D.; Martinez-Murcia, F. J.; Ramirez, J.; Gorriz, J. M.; Salas-Gonzalez, D.
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
err2020-10-01
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errGorriz, Juan M.; Ramirez, Javier; Ortiz, Andres; Martinez-Murcia, Francisco J.; Segovia, Fermin; Suckling, John; Leming, Matthew; Zhang, Yu-Dong; Ramon Alvarez-Sanchez, Jose; Bologna, Guido; Bonomini, Paula; Casado, Fernando E.; Charte, David; Charte, Francisco; Contreras, Ricardo; Cuesta-Infante, Alfredo; Duro, Richard J.; Fernandez-Caballero, Antonio; Fernandez-Jover, Eduardo; Gomez-Vilda, Pedro; Grana, Manuel; Herrera, Francisco; Iglesias, Roberto; Lekova, Anna; de Lope, Javier; Lopez-Rubio, Ezequiel; Martinez-Tomas, Rafael; Molina-Cabello, Miguel A.; Montemayor, Antonio S.; Novais, Paulo; Palacios-Alonso, Daniel; Pantrigo, Juan J.; Payne, Bryson R.; de la Paz Lopez, Felix; Angelica Pinninghoff, Maria; Rincon, Mariano; Santos, Jose; Thurnhofer-Hemsi, Karl; Tsanas, Athanasios; Varela, Ramiro; Ferrandez, Jose M.
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Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease
err2020-08-12
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errCastillo-Barnes, Diego; Martinez-Murcia, Francisco J.; Ortiz, Andres; Salas-Gonzalez, Diego; RamIrez, Javier; Gorriz, Juan M.
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Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach
err2020-06-04
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errOrtiz, Andres; Martinez-Murcia, Francisco J.; Luque, Juan L.; Gimenez, Almudena; Morales-Ortega, Roberto; Ortega, Julio
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