Diego Salas-Gonzalez

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Publications (151)

• Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning
  Information Fusion 2020 DOI: 10.1016/j.inffus.2020.01.001
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• Expectation–Maximization algorithm for finite mixture of α-stable distributions
  Neurocomputing 2020 DOI: 10.1016/j.neucom.2020.06.114
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• Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease
  Neurocomputing 2020 DOI: 10.1016/j.neucom.2020.06.081
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• Classification Improvement for Parkinson’s Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images
  Advances in Intelligent Systems and Computing 2019 DOI: 10.1007/978-3-319-94120-2_10
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• Comparison Between Affine and Non-affine Transformations Applied to I [ 123 ] -FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019 DOI: 10.1007/978-3-030-19591-5_39
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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 2019 DOI: 10.1007/978-3-319-94120-2_5
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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) 2019 DOI: 10.1007/978-3-030-19591-5_37
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• Parkinson's disease detection using isosurfaces-based features and convolutional neural networks
  Frontiers in Neuroinformatics 2019 DOI: 10.3389/fninf.2019.00048
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• Support Vector Machine Failure in Imbalanced Datasets
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019 DOI: 10.1007/978-3-030-19591-5_42
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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 2018 DOI: 10.1109/NSSMIC.2018.8824320
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