Publications (25) IGNACIO ÁLVAREZ ILLÁN publications

filter_list Medical Physics

2020

  1. Estimating the Severity of Alzheimer's Disease using Convolutional Neural Networks and Magnetic Resonance Imaging Data

    2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020

2019

  1. 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)

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. 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)

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. Evaluating Alzheimer’s disease diagnosis using texture analysis

    Communications in Computer and Information Science

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

    Frontiers in Neuroinformatics, Vol. 11

2016

  1. MRI brain segmentation using hidden Markov random fields with alpha-stable distributions

    2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016

  2. Simulating functional brain images in Alzheimer's disease

    2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016

  3. Statistical feature selection and classification models for Alzheimer's disease progression assessment

    2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016

2015

  1. A volumetric radial lbp projection of mri 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)

  2. Independent component analysis-based classification of alzheimer’s disease from segmented MRI data

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

  3. Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches

    Neurocomputing, Vol. 150, Núm. Part A, pp. 4-15

2014

  1. Projecting MRI brain images for the detection of Alzheimer's Disease

    Studies in Health Technology and Informatics

  2. Spatial component analysis of MRI data for Alzheimer’s disease diagnosis: A Bayesian network approach

    Frontiers in Computational Neuroscience, Vol. 8, Núm. NOV

  3. Statistical significance in the selection of the regions of interest for Parkinson brain image processing

    Studies in Health Technology and Informatics

2012

  1. Empirical Mode Decomposition as a feature extraction method for Alzheimer's Disease Diagnosis

    2012 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE RECORD (NSS/MIC)

  2. Intensity normalization of FP-CIT SPECT In patients with Parkinsonism using the alpha-stable distribution

    2012 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE RECORD (NSS/MIC)

2010

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

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