Francisco Jesus Martinez Murcia

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Juan Manuel GorrizFull Professor at University of GranadaDirección de correo verificada de ugr.es
Javier RamírezUniversity of Granada, SpainDirección de correo verificada de ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabDirección de correo verificada de ic.uma.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINDirección 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
Ignacio Alvarez IllanUniversidad de GranadaDirección de correo verificada de ugr.es
Diego Castillo-BarnesPosdoctoral researcher at University of Malaga (Spain)Dirección de correo verificada de ic.uma.es
Carmen Jiménez-MesaPostdoctoral researcher at University of GranadaDirección de correo verificada de ugr.es
Juan L. LuqueProfesor de Psicología Evolutiva y de la Educación. Universidad de Málaga (Spain)Dirección de correo verificada de uma.es
John SucklingDepartment of Psychiatry, University of cambridgeDirección de correo verificada de cam.ac.uk
Marco A. FormosoFPI Grant, Universidad de MálagaDirección de correo verificada de ic.uma.es
Nicolás J. Gallego-MolinaCommunications Engineering Department, University of MálagaDirección de correo verificada de ic.uma.es
Alzheimer's Disease Neuroimaging Ini...Dirección de correo verificada de njit.edu
Yudong ZhangUniversity of Leicester, HFWLA/FIET/FEAI/FBCS/SMIEEE/SMACM/DSACM, Clarivate Highly Cited ResearcherDirección de correo verificada de le.ac.uk
Juan E. ArcoPostdoctoral Researcher, University of GranadaDirección de correo verificada de ugr.es
Jorge MunillaProfessor of Telecommunication Engineering, University of MalagaDirección de correo verificada de ic.uma.es
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHDirección de correo verificada de med.uni-muenchen.de
Jacob Rodriguez-RiveroE DistribuciónDirección de correo verificada de enel.com
Michael V. LombardoItalian Institute of TechnologyDirección de correo verificada de iit.it
Roberto Morales OrtegaUniversidad de la Costa CUCDirección de correo verificada de cuc.edu.co

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Francisco Jesus Martinez Murcia

Otros nombresOrcid: 0000-0001-8146-7056

UGR - Institute on Data Science & Computational Intelligence. Dpt. of Signal Theory, Networking and

Dirección de correo verificada de ugr.es - Página principal

computer aided diagnosis medical imaging pattern recognition signal processing machine learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Advances in multimodal data fusion in neuroimaging: overview, challenges, and novel orientation YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou, H Hu, M Li, ... Information Fusion 64, 149-187, 2020	398	2020
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortiz, FJ Martinez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020	299	2020
Studying the manifold structure of Alzheimer's disease: a deep learning approach using convolutional autoencoders FJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-Barnes IEEE journal of biomedical and health informatics 24 (1), 17-26, 2019	224	2019
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	121	2012
Convolutional neural networks for neuroimaging in Parkinson’s disease: Is preprocessing needed? FJ Martinez-Murcia, JM Górriz, J Ramírez, A Ortiz International journal of neural systems 28 (10), 1850035, 2018	119	2018
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease A Ortiz, JM Górriz, J Ramírez, FJ Martínez-Murcia, ... Pattern Recognition Letters 34 (14), 1725-1733, 2013	118	2013
Computational approaches to explainable artificial intelligence: advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ... Information Fusion 100, 101945, 2023	111	2023
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy FJ Martinez-Murcia, A Ortiz, J Ramírez, JM Górriz, R Cruz Neurocomputing 452, 424-434, 2021	86	2021
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	86	2018
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	79	2013
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging FJ Martínez-Murcia, JM Górriz, J Ramírez, IA Illán, A Ortiz, ... Neurocomputing 126, 58-70, 2014	69	2014
On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis FJ Martinez‐Murcia, MC Lai, JM Gorriz, J Ramirez, AMH Young, ... Human brain mapping 38 (3), 1208-1223, 2017	63	2017
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, ... Frontiers in Neuroinformatics 12, 53, 2018	61	2018
A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ... Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017	60	2017
Parametrization of textural patterns in ¹²³I‐ioflupane imaging for the automatic detection of Parkinsonism FJ Martinez‐Murcia, JM Górriz, J Ramírez, M Moreno‐Caballero, ... Medical physics 41 (1), 012502, 2014	57	2014
A machine learning approach to reveal the neurophenotypes of autisms JM Górriz, J Ramírez, F Segovia, FJ Martínez, MC Lai, MV Lombardo, ... International journal of neural systems 29 (07), 1850058, 2019	54	2019
Uncertainty-driven ensembles of multi-scale deep architectures for image classification JE Arco, A Ortiz, J Ramirez, FJ Martinez-Murcia, YD Zhang, JM Gorriz Information Fusion 89, 53-65, 2023	51	2023
Dyslexia diagnosis by EEG temporal and spectral descriptors: an anomaly detection approach A Ortiz, FJ Martinez-Murcia, JL Luque, A Giménez, R Morales-Ortega, ... International Journal of Neural Systems 30 (07), 2050029, 2020	51	2020
A spherical brain mapping of MR images for the detection of Alzheimer’s disease F J Martinez-Murcia, J M Górriz, J Ramírez, A Ortiz, ... Current Alzheimer Research 13 (5), 575-588, 2016	47	2016
Automatic ROI selection in structural brain MRI using SOM 3D projection A Ortiz, JM Górriz, J Ramírez, FJ Martinez-Murcia, ... PloS one 9 (4), e93851, 2014	44	2014

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