Francisco Jesus Martinez Murcia

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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
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 GranadaDirección de correo verificada de ugr.es
Carmen Jiménez-MesaPhD Student 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
Alzheimer's Disease Neuroimaging Ini...Dirección de correo verificada de njit.edu
Jorge MunillaProfessor of Telecommunication Engineering, University of MalagaDirección de correo verificada de ic.uma.es
Meng-Chuan Lai [賴孟泉]Centre for Addiction and Mental Health; University of Toronto; University of CambridgeDirección de correo verificada de utoronto.ca
Michael V. LombardoItalian Institute of TechnologyDirección de correo verificada de iit.it
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHDirección de correo verificada de med.uni-muenchen.de
Roberto Morales OrtegaUniversidad de la Costa CUCDirección de correo verificada de cuc.edu.co
Edward T BullmoreProfessor of Psychiatry, University of CambridgeDirección de correo verificada de cam.ac.uk

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Francisco Jesus Martinez Murcia

Otros nombresOrcid: 0000-0001-8146-7056

UGR - Andalusian Institute in Data Science and Artificial Intelligence. Dpt. of Signal Theory

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	165	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	114	2019
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortíz, FJ Martinez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020	108	2020
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	103	2013
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	103	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	75	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	63	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	60	2014
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
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	55	2018
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	48	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	44	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	42	2017
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	38	2016
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	36	2019
A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer’s Disease FJ Martínez-Murcia, JM Górriz, J Ramírez, A Ortiz International Journal of Neural Systems 26, 1650024, 2016	36	2016
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	34	2021
Building a FP-CIT SPECT brain template using a posterization approach D Salas-Gonzalez, JM Górriz, J Ramírez, IA Illán, P Padilla, ... Neuroinformatics 13, 391-402, 2015	34	2015
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	33	2014
Case-based statistical learning: a non-parametric implementation with a conditional-error rate SVM JM Górriz, J Ramírez, J Suckling, IA Illán, A Ortiz, FJ Martínez-Murcia, ... IEEE Access 5, 11468-11478, 2017	31	2017

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