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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
3782020
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
2682020
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
2202019
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
1192012
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
1182013
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
1142018
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
942023
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
822018
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
812021
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
782013
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
662014
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
612017
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
582017
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
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
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
492020
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
472016
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
452023
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
442014
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