Publications (67) Publications in which a researcher has participated

filter_list Radiology

2022

  1. Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease

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

  2. New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners

    Neuroradiology, Vol. 64, Núm. 5, pp. 875-886

2021

  1. Artificial intelligence in radiology: relevance of collaborative work between radiologists and engineers for building a multidisciplinary team

    Clinical Radiology, Vol. 76, Núm. 5, pp. 317-324

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. On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance-weighted principal component analysis

    Human Brain Mapping, Vol. 38, Núm. 3, pp. 1208-1223

  2. 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 ROI selection in structural brain MRI using SOM 3D projection

    PLoS ONE, Vol. 9, Núm. 4

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

    Neurocomputing, Vol. 126, pp. 58-70

  4. Parametrization of textural patterns in 123I-ioflupane imaging for the automatic detection of Parkinsonism

    Medical Physics, Vol. 41, Núm. 1

  5. Regions of interest computed by SVM wrapped method for Alzheimer's disease examination from segmented MRI

    Frontiers in Aging Neuroscience, Vol. 6, Núm. FEB

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 MRI segmentation with probabilistic GHSOM and multiobjective optimization

    Neurocomputing, Vol. 114, pp. 118-131

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

    Computational and Mathematical Methods in Medicine, Vol. 2013

  8. LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease

    Pattern Recognition Letters, Vol. 34, Núm. 14, pp. 1725-1733