SISTEMAS, SEÑALES Y ONDAS
SSONDAS
Andres
Ortiz García
Publicaciones en las que colabora con Andres Ortiz García (29)
2023
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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Information Fusion, Vol. 100
2021
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Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
Information Fusion, Vol. 66, pp. 198-212
2020
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Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning
Information Fusion, Vol. 58, pp. 153-167
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Granger causality-based information fusion applied to electrical measurements from power transformers
Information Fusion, Vol. 57, pp. 59-70
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Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease
International Journal of Neural Systems, Vol. 30, Núm. 9
2019
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Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson’s Disease Dataset: A DaTSCAN Study
Advances in Intelligent Systems and Computing
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Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Parkinson's disease detection using isosurfaces-based features and convolutional neural networks
Frontiers in Neuroinformatics, Vol. 13
2018
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A Deep Decomposition of MRI to Explore Neurodegeneration in Alzheimer's Disease
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings
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Assessing mild cognitive impairment progression using a spherical brain mapping of magnetic resonance imaging
Journal of Alzheimer's Disease, Vol. 65, Núm. 3, pp. 713-729
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Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
Journal of Neuroscience Methods, Vol. 302, pp. 47-57
2017
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A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A semi-supervised learning approach for model selection based on class-hypothesis testing
Expert Systems with Applications, Vol. 90, pp. 40-49
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Automatic separation of parkinsonian patients and control subjects based on the striatal morphology
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM
IEEE Access, Vol. 5, pp. 11468-11478
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Case-based statistical learning applied to SPECT image classification
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
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Case-based statistical learning: A non parametric implementation applied to SPECT images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evaluating Alzheimer’s disease diagnosis using texture analysis
Communications in Computer and Information Science
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Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes
Communications in Computer and Information Science
2016
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PETRA: A web-based system supporting computer aided diagnosis of Alzheimer's disease
2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016