Publicaciones en colaboración con investigadores/as de Florida State University (41)

2019

  1. Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets

    Advances in Intelligent Systems and Computing

2018

  1. 3D gabor filters for chest segmentation in DCE-MRI

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging

    Contrast Media and Molecular Imaging, Vol. 2018

  3. Machine learning for accurate differentiation of benign and malignant breast tumors presenting as non-mass enhancement

    Proceedings of SPIE - The International Society for Optical Engineering

  4. Multi-level analysis of spatio-temporal features in non-mass enhancing breast tumors

    Proceedings of SPIE - The International Society for Optical Engineering

  5. Reconfigurable instrument for measuring variations of capacitor's dielectric: An application to olive oil quality monitoring

    Proceedings of SPIE - The International Society for Optical Engineering

  6. Reproducible evaluation of registration algorithms for movement correction in dynamic contrast enhancing magnetic resonance imaging for breast cancer diagnosis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Wearable biosignal acquisition system for decision aid

    Proceedings of SPIE - The International Society for Optical Engineering

2017

  1. 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)

  2. A heavy tailed expectation maximization hidden markov random field model with applications to segmentation of MRI

    Frontiers in Neuroinformatics, Vol. 11

  3. 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)

  4. Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM

    IEEE Access, Vol. 5, pp. 11468-11478

  5. 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)

  6. Dynamical graph theory networks techniques for the analysis of sparse connectivity networks in dementia

    Proceedings of SPIE - The International Society for Optical Engineering

  7. Evaluating Alzheimer’s disease diagnosis using texture analysis

    Communications in Computer and Information Science

  8. Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases

    Frontiers in Neuroinformatics, Vol. 11

  9. Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support

    International Journal of Neural Systems, Vol. 27, Núm. 3

  10. On a heavy-tailed intensity normalization of the parkinson’s progression markers initiative brain database

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  11. Reconfigurable wearable to monitor physiological variables and movement

    Proceedings of SPIE - The International Society for Optical Engineering

  12. The driving regulators of the connectivity protein network of brain malignancies

    Proceedings of SPIE - The International Society for Optical Engineering