SIPBA
SIGNAL PROCESSING AND BIOMEDICAL APPLICATIONS
Publications (14) Publications in which a researcher has participated
2024
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Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 54, Núm. 3, pp. 1755-1767
2014
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Combining PET Images and neuropsychological test data for automatic diagnosis of alzheimer's disease
PLoS ONE, Vol. 9, Núm. 2
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PET imaging analysis using a parcelation approach and multiple kernel classification
Proceedings - 2014 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2014
2013
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Automatic differentiation between Alzheimer's disease and mild cognitive impairment combining PET data and psychological scores
Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013
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Texture features based detection of Parkinson's disease on DaTSCAN images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012
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Empirical mode decomposition as a feature extraction method for Alzheimer's disease diagnosis
IEEE Nuclear Science Symposium Conference Record
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Intensity normalization of FP-CIT SPECT in patients with Parkinsonism using the α-stable distribution
IEEE Nuclear Science Symposium Conference Record
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NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease
IEEE Transactions on Medical Imaging, Vol. 31, Núm. 2, pp. 207-216
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On the empirical mode decomposition applied to the analysis of brain SPECT images
Expert Systems with Applications, Vol. 39, Núm. 18, pp. 13451-13461
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SPECT computer-aided diagnosis system based on the empirical mode decomposition
Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 2220-2231
2010
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Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees
Physics in Medicine and Biology, Vol. 55, Núm. 10, pp. 2807-2817
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Elitist genetic algorithm guided by higher order statistic for blind separation of digital signals
IECON Proceedings (Industrial Electronics Conference)
2009
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Neurological image classification for the alzheimer's disease diagnosis using kernel PCA and support vector machines
IEEE Nuclear Science Symposium Conference Record
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SPECT image classification using random forests
Electronics Letters, Vol. 45, Núm. 12, pp. 604-605