Publications (45) IGNACIO ÁLVAREZ ILLÁN publications

filter_list Radiology

2018

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

    Contrast Media and Molecular Imaging, Vol. 2018

  2. 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

2017

  1. Tree-based ensemble learning techniques in the analysis of parkinsonian syndromes

    Communications in Computer and Information Science

2014

  1. Affine registration of [123I]FP-CIT SPECT brain images

    Studies in Health Technology and Informatics

  2. Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

    Neurocomputing, Vol. 126, pp. 58-70

2013

  1. Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease

    Expert Systems with Applications, Vol. 40, Núm. 7, pp. 2756-2766

  2. Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features

    Information Sciences

  3. Early computer aided diagnosis of Parkinson's disease based on nearest neighbor strategy and striatum activation threshold

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

  4. Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine

    Expert Systems with Applications, Vol. 40, Núm. 2, pp. 677-683

  5. Functional activity maps based on significance measures and Independent Component Analysis

    Computer Methods and Programs in Biomedicine, Vol. 111, Núm. 1, pp. 255-268

  6. Improving the convergence rate in affine registration of PET and SPECT brain images using histogram equalization

    Computational and Mathematical Methods in Medicine, Vol. 2013

  7. Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution

    NeuroImage, Vol. 65, pp. 449-455

  8. 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

  1. Automatic assistance to Parkinsons disease diagnosis in DaTSCAN SPECT imaging

    Medical Physics, Vol. 39, Núm. 10, pp. 5971-5980

  2. Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging

    Artificial Intelligence in Medicine, Vol. 56, Núm. 3, pp. 191-198

  3. Empirical mode decomposition as a feature extraction method for Alzheimer's disease diagnosis

    IEEE Nuclear Science Symposium Conference Record

  4. Functional brain image classification using association rules defined over discriminant regions

    Pattern Recognition Letters, Vol. 33, Núm. 12, pp. 1666-1672

  5. Improved Parkinsonism diagnosis using a partial least squares based approach

    Medical Physics, Vol. 39, Núm. 7, pp. 4395-4403

  6. SPECT computer-aided diagnosis system based on the empirical mode decomposition

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 2220-2231

2011

  1. 18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

    Information Sciences, Vol. 181, Núm. 4, pp. 903-916