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List of works by Juan M. Gorriz

A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for ¹⁸F-FDG PET preclinical studies.

scientific article published in January 2012

A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling

scientific article published in 2022

An effective cluster-based model for robust speech detection and speech recognition in noisy environments.

scientific article published in July 2006

Analysis of SPECT brain images for the diagnosis of Alzheimer's disease based on NMF for feature extraction

scientific article published in August 2010

Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines.

scientific article published on 27 May 2009

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

scientific article published on 24 October 2018

Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores

scholarly article published June 2013

Automatic ROI selection in structural brain MRI using SOM 3D projection

scientific article

Automatic determination of validity of input data used in ellipsoid fitting MARG calibration algorithms.

scientific article

Automatic selection of ROIs in functional imaging using Gaussian mixture models

scientific article published on 18 May 2009

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

scientific article published on 14 November 2012

Classification of functional brain images using a GMM-based multi-variate approach

scientific article published on 19 March 2010

Combining PET images and neuropsychological test data for automatic diagnosis of Alzheimer's disease

scientific article

Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification.

scientific article

Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees.

scientific article published on 22 April 2010

Detection of (in)activity periods in human body motion using inertial sensors: a comparative study.

scientific article

Efficient mining of association rules for the early diagnosis of Alzheimer's disease

scientific article published on 26 August 2011

Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

scientific article

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

scientific article published on 6 May 2013

Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation

Hybridizing sparse component analysis with genetic algorithms for microarray analysis

Identifying endophenotypes of autism: a multivariate approach

scientific article

Improved Parkinsonism diagnosis using a partial least squares based approach

scientific article published on July 2012

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

scientific article published on 12 May 2013

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

scientific article published on 11 October 2012

NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease

scientific article published on 12 September 2011

Parameterization of the distribution of white and grey matter in MRI using the α-stable distribution.

scientific article published on 26 February 2013

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

scientific article published in January 2014

Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks.

scientific article published on 24 October 2007

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

scientific article published on 20 February 2014

SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA.

scientific article published on 28 August 2009

SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting.

scientific article

Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors.

scientific article published on 14 May 2013

Speech enhancement in discontinuous transmission systems using the constrained-stability least-mean-squares algorithm.

scientific article

Statistical voice activity detection based on integrated bispectrum likelihood ratio tests for robust speech recognition

scientific article published in May 2007

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