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Francisco Jesus Martinez Murcia
Francisco Jesus Martinez Murcia
Other namesOrcid: 0000-0001-8146-7056
UGR - Institute on Data Science & Computational Intelligence. Dpt. of Signal Theory, Networking and
Verified email at ugr.es - Homepage
Title
Cited by
Cited by
Year
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
3302020
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
2072020
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
1952019
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
1162012
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
1152013
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
1092018
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
782018
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
762013
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
672021
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
642014
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
602018
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
572017
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
572014
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
552017
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
532019
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
442016
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
422014
Assisted diagnosis of Parkinsonism based on the striatal morphology
F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes
International Journal of neural systems 29 (09), 1950011, 2019
412019
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
402020
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
402017
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