Publications (15) IGNACIO ÁLVAREZ ILLÁN publications

filter_list Electrical and Electronic Engineering

2022

  1. Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging

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

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)

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. Case-based statistical learning applied to SPECT image classification

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  4. Evaluating Alzheimer’s disease diagnosis using texture analysis

    Communications in Computer and Information Science

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

2015

  1. Building a FP-CIT SPECT Brain Template Using a Posterization Approach

    Neuroinformatics, Vol. 13, Núm. 4, pp. 391-402

  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. A SIMPLIFIED QRS DECISION STAGE BASED ON THE DFT COEFFICIENTS

    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)

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)

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)