Ignacio A. Illán

发表

Exploring Symmetry to Assist Alzheimer's Disease Diagnosis

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2010, HAIS.

Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2014, Front. Comput. Neurosci..

Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, Front. Neuroinform..

A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2015, IWINAC.

Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, IWINAC.

On the empirical mode decomposition applied to the analysis of brain SPECT images

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2012, Expert Syst. Appl..

Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, MIUA.

Effective Diagnosis of Alzheimer's Disease by Means of Association Rules

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2010, HAIS.

Computer aided diagnosis of Alzheimer's disease using component based SVM

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2011, Appl. Soft Comput..

Support Vector Machine Failure in Imbalanced Datasets

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2019, IWINAC.

Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, RAMBO+BIA+TIA@MICCAI.

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support

Juan Manuel Górriz, Abdelbasset Brahim, Laila Khedher, 2017, Int. J. Neural Syst..

Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, MIUA.

Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2013, Comput. Math. Methods Medicine.

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

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2015, Neurocomputing.

Case-based statistical learning applied to SPECT image classification

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, Medical Imaging.

Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, SOCO-CISIS-ICEUTE.

Periodogram Connectivity of EEG Signals for the Detection of Dyslexia

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2019, IWINAC.

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2011, HAIS.

A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, IWINAC.

3D Gabor Filters for Chest Segmentation in DCE-MRI

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, HAIS.

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, Front. Neuroinform..

Effective diagnosis of Alzheimer’s disease by means of large margin-based methodology

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2012, BMC Medical Informatics and Decision Making.

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

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2015, Neuroinformatics.

PETRA: Multivariate analyses for neuroimaging data

Carlos G. Puntonet, Ignacio A. Illán, Diego Salas-Gonzalez, 2014, IWBBIO.

Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2019, IWINAC.

Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data

Juan Manuel Górriz, Abdelbasset Brahim, Laila Khedher, 2015, IWINAC.

Functional activity maps based on significance measures and Independent Component Analysis

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2013, Comput. Methods Programs Biomed..

Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2015, Front. Comput. Neurosci..

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

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2013, Expert Syst. Appl..

Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI pdf

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2018, ArXiv.

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

Javier Ramírez, Ignacio A. Illán, Diego Salas-Gonzalez, 2013, NeuroImage.

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

Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, 2014, InMed.

Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology

Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, 2017, IWINAC.

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

Juan Manuel Górriz, Javier Ramírez, Elmar Lang, 2012, Artif. Intell. Medicine.

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2011, IWINAC.

On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2017, IWINAC.

A semi-supervised learning approach for model selection based on class-hypothesis testing

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2017, Expert Syst. Appl..

Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks

Ignacio A. Illán, Rodney G. Roberts, Anke Meyer-Bäse, 2017, Front. Comput. Neurosci..

Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease

Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, 2010, HAIS.

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

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, 2014, Neurocomputing.

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

Juan Manuel Górriz, Javier Ramírez, Carlos G. Puntonet, 2011, Inf. Sci..

Recent Advances in Biomedical Signal Processing

Sabine Van Huffel, Misha Pavel, Alberto Olivares, 2012 .