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Andrés Ortiz
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Ensembles of deep learning architectures for the early diagnosis of the Alzheimer’s disease
A Ortiz, J Munilla, JM Gorriz, J Ramirez
International journal of neural systems 26 (07), 1650025, 2016
4412016
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
2752020
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
2222019
Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps
E De la Hoz, E De La Hoz, A Ortiz, J Ortega, A Martínez-Álvarez
Knowledge-Based Systems 71, 322-338, 2014
2162014
PCA filtering and probabilistic SOM for network intrusion detection
E De la Hoz, E De La Hoz, A Ortiz, J Ortega, B Prieto
Neurocomputing 164, 71-81, 2015
2112015
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies
A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira
Applied Soft Computing 13 (5), 2668-2682, 2013
1352013
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
1152018
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering
A Ortiz, JM Gorriz, J Ramirez, D Salas-Gonzalez
Information Sciences 262, 117-136, 2014
1072014
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
952023
Parkinson's disease detection using isosurfaces-based features and convolutional neural networks
A Ortiz, J Munilla, M Martínez-Ibañez, JM Górriz, J Ramírez, ...
Frontiers in neuroinformatics 13, 48, 2019
922019
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
832018
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
822021
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis
A Ortiz, J Munilla, I Álvarez-Illán, JM Górriz, J Ramírez, ...
Frontiers in computational neuroscience 9, 132, 2015
812015
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
Segmentation of brain MRI using SOM‐FCM‐based method and 3D statistical descriptors
A Ortiz, AA Palacio, JM Górriz, J Ramírez, D Salas-González
Computational and mathematical methods in medicine 2013 (1), 638563, 2013
772013
Applications of artificial intelligence, machine learning, big data and the internet of things to the COVID-19 pandemic: A scientometric review using text mining
I Rodriguez-Rodriguez, JV Rodriguez, N Shirvanizadeh, A Ortiz, ...
International Journal of Environmental Research and Public Health 18 (16), 8578, 2021
722021
Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off
J León, JJ Escobar, A Ortiz, J Ortega, J González, P Martín-Smith, JQ Gan, ...
Plos one 15 (6), e0234178, 2020
702020
Network anomaly classification by support vector classifiers ensemble and non-linear projection techniques
E De La Hoz, A Ortiz, J Ortega, E De la Hoz
Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS …, 2013
642013
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
622014
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Articles 1–20