Publications dans lesquelles il/elle collabore avec FERMÍN SEGOVIA ROMÁN (21)

2011

  1. Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

    Neurocomputing, Vol. 74, Núm. 8, pp. 1260-1271

2010

  1. Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis

    Electronics Letters, Vol. 46, Núm. 8, pp. 556-558

  2. Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction

    Neuroscience Letters, Vol. 479, Núm. 3, pp. 192-196

  3. Classification of functional brain images using a GMM-based multi-variate approach

    Neuroscience Letters, Vol. 474, Núm. 1, pp. 58-62

  4. Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

    Neuroscience Letters, Vol. 472, Núm. 2, pp. 99-103

  5. Early Alzheimer's disease diagnosis using partial least squares and random forests

    2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

  6. Effective diagnosis of Alzheimer's disease by means of association rules

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

  7. Erratum: Alzheimer's disease detection in functional images using 2D Gabor wavelet analysis (Electronics Letters (2010) 46:8 (556-558))

    Electronics Letters

  8. Exploring symmetry to assist Alzheimer's disease diagnosis

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

  9. Feature selection using factor analysis for Alzheimer's diagnosis using F 18 -FDG PET images

    Medical Physics, Vol. 37, Núm. 11, pp. 6084-6095

  10. Improving the convergence rate in affine registration of PET brain images using histogram matching

    2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC)

  11. Improving the convergence rate in affine registration of PET brain images using histogram matching

    IEEE Nuclear Science Symposium Conference Record

  12. Machine learning for very early Alzheimer's Disease diagnosis; A 18F-FDG and PiB PET comparison

    IEEE Nuclear Science Symposium Conference Record

  13. Machine learning for very early Alzheimer's Disease diagnosis; a F-18-FDG and PiB PET comparison

    2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC)

  14. NMF-based analysis of SPECT brain images for the diagnosis of Alzheimer's disease

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

  15. Partial least squares for feature extraction of SPECT images

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

  16. Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease

    Pattern Recognition Letters, Vol. 31, Núm. 11, pp. 1342-1347

  17. Selecting regions of interest in SPECT images using wilcoxon test for the diagnosis of Alzheimer's disease

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

2009

  1. Automatic selection of ROIs using a model-based clustering approach

    IEEE Nuclear Science Symposium Conference Record

  2. Computer aided diagnosis of the Alzheimer's disease combining SPECT-based feature selection and random forest classifiers

    IEEE Nuclear Science Symposium Conference Record