Francisco Jesus Martinez Murcia
Francisco Jesus Martinez Murcia
Otros nombresOrcid: 0000-0001-8146-7056
UGR - Andalusian Institute in Data Science and Artificial Intelligence. Dpt. of Signal Theory
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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