An efficient RNS architecture for the computation of discrete wavelet transforms on programmable devices. - Javier Ramírez 001; Antonio García 001; Pedro G. Fernández; Antonio Lloris-Ruíz (EUSIPCO, 2000)

Analysis of RNS-FPL Synergy for High Throughput DSP Applications: Discrete Wavelet Transform. - Javier Ramírez 001; Antonio García 001; Pedro G. Fernández; Luis Parrilla 001; Antonio Lloris-Ruíz (FPL, 2000)

A new architecture to compute the discrete cosine transform using the quadratic residue number system. - Javier Ramírez Perez de Inestrosa; Antonio García 001; Pedro G. Fernández; Luis Parrilla 001; Antonio Lloris-Ruíz (ISCAS, 2000)

Design of RNS-based distributed arithmetic DWT filterbanks. - Javier Ramírez 001; Antonio García 001; Uwe Meyer-Bäse; Fred J. Taylor; Pedro G. Fernández; Antonio Lloris-Ruíz (ICASSP, 2001)

Implementation of the one dimensional discrete cosine transform using the residue number system. - Pedro G. Fernández; Javier Ramírez 001; Antonio García 001; Luis Parrilla 001; Antonio Lloris-Ruíz (ICECS, 2001)

Low Power High Speed Algebraic Integer Frequency Sampling Filters Using FPLDs. - Uwe Meyer-Bäse; Javier Ramírez 001; Antonio García 001 (FPL, 2002)

U. Meyer-Baese, A. Lloris: Fast RNS FPL-based Communications Receiver Design and Implementation. - Javier Ramírez 001; Antonio García 001 (FPL, 2002)

A New Methodology for Efficient Synchronization of RNS-Based VLSI Systems. - Daniel González; Antonio García 001; Graham A. Jullien; Javier Ramírez 001; Luis Parrilla 001; Antonio Lloris-Ruíz (PATMOS, 2002)

Design and Implementation of RNS-Based Adaptive Filters. - Javier Ramírez 001; Uwe Meyer-Bäse; Antonio García 001; Antonio Lloris-Ruíz (FPL, 2003)

A new adaptive long-term spectral estimation voice activity detector. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (INTERSPEECH, 2003)

Improved feature extraction based on spectral noise reduction and nonlinear feature normalization. - José C. Segura; Javier Ramírez 001; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (INTERSPEECH, 2003)

A Fast QRNS-Based Algorithm for the DCT and Its Field-Programmable Logic Implementation. - Javier Ramírez 001; Antonio García 001 (J. Circuits Syst. Comput., 2003)

Implementation of RNS-Based Distributed Arithmetic Discrete Wavelet Transform Architectures Using Field-Programmable Logic. - Javier Ramírez 001; Antonio García 001; Uwe Meyer-Bäse; Fred J. Taylor; Antonio Lloris-Ruíz (J. VLSI Signal Process., 2003)

Design and Implementation of High-Performance RNS Wavelet Processors Using Custom IC Technologies. - Javier Ramírez 001; Uwe Meyer-Bäse; Fred J. Taylor; Antonio García 001; Antonio Lloris-Ruíz (J. VLSI Signal Process., 2003)

Area*Time Optimized Hogenauer Channelizer Design Using FPL Devices. - Uwe Meyer-Bäse; Suhasini Rao; Javier Ramírez 001; Antonio García 001 (FPL, 2004)

A new voice activity detector using subband order-statistics filters for robust speech recognition. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (ICASSP (1), 2004)

Voice activity detection with noise reduction and long-term spectral divergence estimation. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (ICASSP (2), 2004)

Improved voice activity detection combining noise reduction and subband divergence measures. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (INTERSPEECH, 2004)

Including uncertainty of speech observations in robust speech recognition. - José C. Segura; Ángel de la Torre; Javier Ramírez 001; Antonio J. Rubio; M. Carmen Benítez (INTERSPEECH, 2004)

Efficient voice activity detection algorithms using long-term speech information. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (Speech Commun., 2004)

A new Kullback-Leibler VAD for speech recognition in noise. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (IEEE Signal Process. Lett., 2004)

Cepstral domain segmental nonlinear feature transformations for robust speech recognition. - José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio; Javier Ramírez 001 (IEEE Signal Process. Lett., 2004)

Efficient Embedded FPL Resource Usage for RNS-based Polyphase DWT Filter Banks. - Antonio García 001; Javier Ramírez 001; Uwe Meyer-Bäse; Encarnación Castillo; Antonio Lloris-Ruíz (FPL, 2005)

Bispectrum-Based Statistical Tests for VAD. - Juan Manuel Górriz Sáez; Javier Ramírez 001; Carlos García Puntonet; Fabian J. Theis; Elmar Wolfgang Lang (ICANN (2), 2005)

Voice Activity Detection Using Higher Order Statistics. - Juan Manuel Górriz; Javier Ramírez 001; José C. Segura; Susana Hornillo-Mellado (IWANN, 2005)

Bispectra Analysis-Based VAD for Robust Speech Recognition. - Juan Manuel Górriz; Carlos García Puntonet; Javier Ramírez 001; José C. Segura (IWINAC (2), 2005)

Bispectrum Estimators for Voice Activity Detection and Speech Recognition. - Juan Manuel Górriz; Carlos García Puntonet; Javier Ramírez 001; José C. Segura (NOLISP, 2005)

Testing for Independence and Lrt for VAD. - J. M. Górriz; Carlos García Puntonet; Javier Ramírez 001 (Int. J. Inf. Acquis., 2005)

Efficient Rns-based Design of Programmable Fir Filters Targeting Fpl Technology. - Javier Ramírez 001; Uwe Meyer-Bäse; Antonio García 001 (J. Circuits Syst. Comput., 2005)

Statistical voice activity detection using a multiple observation likelihood ratio test. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Luz García 001; Antonio J. Rubio (IEEE Signal Process. Lett., 2005)

An effective subband OSF-based VAD with noise reduction for robust speech recognition. - Javier Ramírez 001; José C. Segura; M. Carmen Benítez; Ángel de la Torre; Antonio J. Rubio (IEEE Trans. Speech Audio Process., 2005)

Continuous HMM-Based Volcano Monitoring at Deception Island, Antarctica. - M. Carmen Benítez; Javier Ramírez 001; José C. Segura; Antonio J. Rubio; Jesús M. Ibáñez; Javier Almendros; Araceli García-Yeguas (ICASSP (5), 2006)

Effective Speech/Pause Discrimination Combining Noise Suppression and Fuzzy Logic Rules. - Rafael Culebras; Javier Ramírez 001; Juan Manuel Górriz (ICASSP (1), 2006)

Parametric Nonlinear Feature Equalization for Robust Speech Recognition. - Luz García 001; José C. Segura; Javier Ramírez 001; Ángel de la Torre; M. Carmen Benítez (ICASSP (1), 2006)

Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test. - Juan Manuel Górriz; Javier Ramírez 001; José C. Segura; Carlos García Puntonet; Luz García 001 (ICASSP (1), 2006)

Gaialab: A Weblab Project for Digital Communications Distributed Learning. - Javier Ramírez 001; José C. Segura; Juan Manuel Górriz; M. Carmen Benítez; Antonio J. Rubio (ICASSP (2), 2006)

Fuzzy Logic Speech/Non-speech Discrimination for Noise Robust Speech Processing. - Rafael Culebras; Javier Ramírez 001; Juan Manuel Górriz; José C. Segura (International Conference on Computational Science (1), 2006)

Independent Component Analysis Applied to Voice Activity Detection. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Elmar Wolfgang Lang; Kurt Stadlthanner (International Conference on Computational Science (1), 2006)

C-Means Clustering Applied to Speech Discrimination. - Juan Manuel Górriz; Javier Ramírez 001; Ignacio Turias; Carlos García Puntonet; Jesús González 001; Elmar Wolfgang Lang (International Conference on Computational Science (1), 2006)

Speech Event Detection Using Support Vector Machines. - Pablo Yélamos; Javier Ramírez 001; Juan Manuel Górriz; Carlos García Puntonet; José C. Segura (International Conference on Computational Science (1), 2006)

Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. - Juan Manuel Górriz; Javier Ramírez 001; José C. Segura; Carlos García Puntonet; J. J. González (ICCSA (5), 2006)

Normalization of the inter-frame information using smoothing filtering. - Luz García 001; José C. Segura; M. Carmen Benítez; Javier Ramírez 001; Ángel de la Torre (INTERSPEECH, 2006)

An efficient bispectrum phase entropy-based algorithm for VAD. - J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; José C. Segura (INTERSPEECH, 2006)

Speech/non-speech discrimination combining advanced feature extraction and SVM learning. - Javier Ramírez 001; Pablo Yélamos; J. M. Górriz; José C. Segura; Luz García 001 (INTERSPEECH, 2006)

Noise robust model-based voice activity detection. - Ángel de la Torre; Javier Ramírez 001; M. Carmen Benítez; José C. Segura; Luz García 001; Antonio J. Rubio (INTERSPEECH, 2006)

SVM-Enabled Voice Activity Detection. - Javier Ramírez 001; Pablo Yélamos; Juan Manuel Górriz; Carlos García Puntonet; José C. Segura (ISNN (2), 2006)

Hard C-means clustering for voice activity detection. - Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet (Speech Commun., 2006)

Generalized LRT-Based Voice Activity Detector. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; José C. Segura (IEEE Signal Process. Lett., 2006)

Speech/non-speech discrimination based on contextual information integrated bispectrum LRT. - Javier Ramírez 001; Juan Manuel Górriz; José C. Segura; Carlos García Puntonet; Antonio J. Rubio (IEEE Signal Process. Lett., 2006)

Revised Contextual LRT for Voice Activity Detection. - Javier Ramírez 001; José C. Segura; Juan Manuel Górriz (ICASSP (4), 2007)

An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (IWANN, 2007)

Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (IWINAC (2), 2007)

An Efficient VAD Based on a Generalized Gaussian PDF. - Oscar Pernía; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Turias (NOLISP, 2007)

Improved Voice Activity Detection Using Contextual Multiple Hypothesis Testing for Robust Speech Recognition. - Javier Ramírez 001; José C. Segura; Juan Manuel Górriz; Luz García 001 (IEEE Trans. Speech Audio Process., 2007)

Continuous HMM-Based Seismic-Event Classification at Deception Island, Antarctica. - M. Carmen Benítez; Javier Ramírez 001; José C. Segura; Jesús M. Ibáñez; Javier Almendros; Araceli García-Yeguas; Guillermo Cortés (IEEE Trans. Geosci. Remote. Sens., 2007)

A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Sergio Antonio Cruces-Alvarez; Deniz Erdogmus; Elmar Wolfgang Lang (EUSIPCO, 2008)

Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. - Javier Ramírez 001; Juan Manuel Górriz; Manuel Gómez-Río; Alejandro Romero; Rosa Chaves; A. Lassl; A. Rodríguez; Carlos García Puntonet; Fabian J. Theis; Elmar Wolfgang Lang (ICCS (1), 2008)

Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. - Ignacio Álvarez; Míriam López; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Carlos García Puntonet; Fermín Segovia (ICONIP (2), 2008)

Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. - Javier Ramírez 001; Juan Manuel Górriz; Míriam López; Diego Salas-Gonzalez; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (ICONIP (2), 2008)

Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (ICONIP (2), 2008)

Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection. - Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet (IEEE Trans. Speech Audio Process., 2008)

Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Míriam López; Fermín Segovia; Manuel Gómez-Río (ICIP, 2009)

Volcano-seismic Signal Detection and Classification Processing using Hidden Markov Models. Application to San Cristóbal Volcano, Nicaragua. - Ligdamis A. Gutiérrez; Jesús Ibáñez 003; Guillermo Cortés; Javier Ramírez 001; M. Carmen Benítez; Virginia Tenorio; Isaac Álvarez (IGARSS (4), 2009)

Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis. - Ignacio Álvarez; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Carlos García Puntonet; Fermín Segovia (ISNN (4), 2009)

Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. - Míriam López; Javier Ramírez 001; Juan Manuel Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Carlos García Puntonet (ISNN (4), 2009)

Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification. - Javier Ramírez 001; Rosa Chaves; Juan Manuel Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Míriam López; Fermín Segovia (ISNN (2), 2009)

Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Míriam López; Fermín Segovia; Carlos García Puntonet (ISNN (3), 2009)

Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines. - Ignacio Álvarez; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Fermín Segovia; Carlos García Puntonet; Beatriz Prieto (IWANN (1), 2009)

Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules. - Míriam López; Javier Ramírez 001; J. M. Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Carlos García Puntonet (IWANN (1), 2009)

SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease. - Javier Ramírez 001; Rosa Chaves; Juan Manuel Górriz; Míriam López; Diego Salas-Gonzalez; Ignacio Álvarez; Fermín Segovia (IWANN (1), 2009)

Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (IWANN (1), 2009)

Classification of SPECT Images Using Clustering Techniques Revisited. - Juan Manuel Górriz; Javier Ramírez 001; A. Lassl; Ignacio Álvarez; Fermín Segovia; Diego Salas-Gonzalez; Míriam López (IWINAC (2), 2009)

Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA. - Míriam López; Javier Ramírez 001; Juan Manuel Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Manuel Gómez-Río (IWINAC (2), 2009)

Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis. - Javier Ramírez 001; Rosa Chaves; Juan Manuel Górriz; Ignacio Álvarez; Míriam López; Diego Salas-Gonzalez; Fermín Segovia (IWINAC (2), 2009)

Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Míriam López; Ignacio Álvarez; Fermín Segovia; Carlos García Puntonet (IWINAC (2), 2009)

A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. - Juan Manuel Górriz; Javier Ramírez 001; Sergio Antonio Cruces-Alvarez; Carlos García Puntonet; Elmar Wolfgang Lang; Deniz Erdogmus (IEEE Signal Process. Lett., 2009)

Effective Diagnosis of Alzheimer's Disease by Means of Association Rules. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; Míriam López; Diego Salas-Gonzalez; I. Álvarez Illán; Fermín Segovia; Pablo Padilla (HAIS (1), 2010)

Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. - I. Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Pablo Padilla; Rosa Chaves; Fermín Segovia; Carlos García Puntonet (HAIS (1), 2010)

Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities. - Alberto Olivares; Juan Manuel Górriz; Javier Ramírez 001; Gonzalo Olivares (HAIS (1), 2010)

NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease. - Pablo Padilla; Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Rosa Chaves; Fermín Segovia; Ignacio Álvarez; Diego Salas-Gonzalez; Míriam López (HAIS (1), 2010)

Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Fermín Segovia; Rosa Chaves; Míriam López; I. Álvarez Illán; Pablo Padilla (HAIS (1), 2010)

Partial Least Squares for Feature Extraction of SPECT Images. - Fermín Segovia; Javier Ramírez 001; Juan Manuel Górriz; Rosa Chaves; Diego Salas-Gonzalez; Míriam López; Ignacio Álvarez; Pablo Padilla; Carlos García Puntonet (HAIS (1), 2010)

Accurate Human Limb Angle Measurement in Telerehabilitation: Sensor Fusion through Kalman, LMS and RLS Adaptive Filtering. - Alberto Olivares; J. M. Górriz; Javier Ramírez 001; Gonzalo Olivares (ISAmI, 2010)

Early Alzheimer's disease diagnosis using partial least squares and random forests. - Javier Ramírez 001; Juan Manuel Górriz; Fermín Segovia; Rosa Chaves; Diego Salas-Gonzalez; Míriam López; Ignacio Álvarez; Pablo Padilla (ISBI, 2010)

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease. - I. Álvarez Illán; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Míriam López; Fermín Segovia; Pablo Padilla; Carlos García Puntonet (Pattern Recognit. Lett., 2010)

Improved likelihood ratio test based voice activity detector applied to speech recognition. - J. M. Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Carlos García Puntonet; Ignacio Turias (Speech Commun., 2010)

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning. - Rosa Chaves; Javier Ramírez 001; J. M. Górriz; Diego Salas-Gonzalez; Míriam López; I. Álvarez Illán; Fermín Segovia; Alberto Olivares (HAIS (1), 2011)

SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients. - Míriam López; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Rosa Chaves; Manuel Gómez-Río (HAIS (1), 2011)

Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution. - Diego Salas-Gonzalez; Matthias Schlögl; Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang (HAIS (1), 2011)

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; I. Álvarez Illán; Fermín Segovia; Alberto Olivares (IWINAC (2), 2011)

Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; Diego Salas-Gonzalez; Míriam López (IWINAC (2), 2011)

A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images. - Míriam López; Javier Ramírez 001; Juan Manuel Górriz; Rosa Chaves; Manuel Gómez-Río (IWINAC (2), 2011)

Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. - Francisco Jesús Martínez-Murcia; Diego Salas-Gonzalez; J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; Manuel Gómez-Río (IWINAC (2), 2011)

MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method. - Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (IWINAC (2), 2011)

GMM based SPECT image classification for the diagnosis of Alzheimer's disease. - J. M. Górriz; Fermín Segovia; Javier Ramírez 001; A. Lassl; Diego Salas-Gonzalez (Appl. Soft Comput., 2011)

Computer aided diagnosis of Alzheimer's disease using component based SVM. - I. Álvarez Illán; J. M. Górriz; M. M. López; Javier Ramírez 001; Diego Salas-Gonzalez; Fermín Segovia; Rosa Chaves; Carlos García Puntonet (Appl. Soft Comput., 2011)

Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Míriam López; Fermín Segovia; Carlos García Puntonet (Digit. Signal Process., 2011)

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. - Míriam López; Javier Ramírez 001; Juan Manuel Górriz; Ignacio Álvarez; Diego Salas-Gonzalez; Fermín Segovia; Rosa Chaves; Pablo Padilla; Manuel Gómez-Río (Neurocomputing, 2011)

18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. - I. Álvarez Illán; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; M. M. López; Fermín Segovia; Rosa Chaves; Manuel Gómez-Río; Carlos García Puntonet (Inf. Sci., 2011)

Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications. - Alberto Olivares; Gonzalo Olivares; F. Mula; J. M. Górriz; Javier Ramírez 001 (J. Syst. Archit., 2011)

A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for 18F-FDG PET preclinical studies. - Eleonora Grosso; Míriam López; Christian Salvatore; Francesca Gallivanone; Giuseppe Di Grigoli; Silvia Valtorta; Rosa Maria Moresco; Maria Carla Gilardi; Javier Ramírez 001; Juan Manuel Górriz; Isabella Castiglioni (EMBC, 2012)

Effective voxel selection method over FDG-PET database based on Association Rules. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; Fermín Segovia (KES, 2012)

SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition. - A. Gallix; J. M. Górriz; Javier Ramírez 001; I. Álvarez Illán; Elmar Wolfgang Lang (KES, 2012)

Optimized segmentation of Brain MRI using GHSOM and evolutive computing. - Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (KES, 2012)

Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Rosa Chaves; I. Álvarez Illán (KES, 2012)

Unsupervised Neural Techniques Applied to MR Brain Image Segmentation. - Andrés Ortiz 001; Juan Manuel Górriz Sáez; Javier Ramírez 001; Diego Salas-Gonzalez (Adv. Artif. Neural Syst., 2012)

Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. - Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang; Diego Salas-Gonzalez; Carlos García Puntonet (Artif. Intell. Medicine, 2012)

Association rule-based feature selection method for Alzheimer's disease diagnosis. - Rosa Chaves; Javier Ramírez 001; J. M. Górriz; Carlos García Puntonet (Expert Syst. Appl., 2012)

On the empirical mode decomposition applied to the analysis of brain SPECT images. - A. Gallix; J. M. Górriz; Javier Ramírez 001; I. Álvarez Illán; Elmar Wolfgang Lang (Expert Syst. Appl., 2012)

Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Diego Salas-Gonzalez (Expert Syst. Appl., 2012)

A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database. - Fermín Segovia; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Ignacio Álvarez; Míriam López; Rosa Chaves (Neurocomputing, 2012)

Effective diagnosis of Alzheimer's disease by means of large margin-based methodology. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; Ignacio Álvarez Illán; Manuel Gómez-Río; Cristobal Carnero (BMC Medical Informatics Decis. Mak., 2012)

Functional brain image classification using association rules defined over discriminant regions. - Rosa Chaves; Javier Ramírez 001; Juan Manuel Górriz; I. Álvarez Illán (Pattern Recognit. Lett., 2012)

Detection of (In)activity Periods in Human Body Motion Using Inertial Sensors: A Comparative Study. - Alberto Olivares; Javier Ramírez 001; Juan Manuel Górriz; Gonzalo Olivares; Miguel Damas (Sensors, 2012)

NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease. - Pablo Padilla; Míriam López; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; I. Álvarez Illán (IEEE Trans. Medical Imaging, 2012)

Automatic ROI Selection Using SOM Modelling in Structural Brain MRI. - Andrés Ortiz García; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (IWINAC (2), 2013)

Automatic Orientation of Functional Brain Images for Multiplataform Software. - Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Francisco Jesús Martínez-Murcia; Fermín Segovia; Carlos García Puntonet (IWINAC (1), 2013)

Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; I. Álvarez Illán; Carlos García Puntonet (IWINAC (2), 2013)

Early Computer Aided Diagnosis of Parkinson's Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold. - Pablo Padilla; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Ignacio Álvarez (IWINAC (2), 2013)

Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. - Fermín Segovia; Christine Bastin; Eric Salmon; Juan Manuel Górriz; Javier Ramírez 001; Christophe Phillips (PRNI, 2013)

Erratum to "Unsupervised Neural Techniques Applied to MR Brain Image Segmentation". - Andrés Ortiz 001; Juan Manuel Górriz Sáez; Javier Ramírez 001; Diego Salas-Gonzalez (Adv. Artif. Neural Syst., 2013)

Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies. - Andrés Ortiz 001; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; José M. Llamas-Elvira (Appl. Soft Comput., 2013)

Parameterization of the distribution of white and grey matter in MRI using the αα-stable distribution. - Diego Salas-Gonzalez; J. M. Górriz; Javier Ramírez 001; Matthias Schloegl; Elmar Wolfgang Lang; Andrés Ortiz 001 (Comput. Biol. Medicine, 2013)

Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors. - Andrés Ortiz 001; Antonio Andrés Palacio Soler; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (Comput. Math. Methods Medicine, 2013)

Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Pablo Padilla; Ignacio Álvarez Illán (Comput. Math. Methods Medicine, 2013)

Functional activity maps based on significance measures and Independent Component Analysis. - Francisco Jesús Martínez-Murcia; J. M. Górriz; Javier Ramírez 001; Carlos García Puntonet; Ignacio Álvarez Illán (Comput. Methods Programs Biomed., 2013)

Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis. - Rosa Chaves; Javier Ramírez 001; J. M. Górriz (Expert Syst. Appl., 2013)

Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images. - M. M. López; J. M. Górriz; Javier Ramírez 001; Manuel Gómez-Río; J. Verdejo; Jorge Vas (Expert Syst. Appl., 2013)

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease. - A. Rojas; J. M. Górriz; Javier Ramírez 001; Ignacio Álvarez Illán; Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Manuel Gómez-Río; M. Moreno-Caballero (Expert Syst. Appl., 2013)

Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine. - Fermín Segovia; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Ignacio Álvarez (Expert Syst. Appl., 2013)

Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. - Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (Neurocomputing, 2013)

Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features. - Javier Ramírez 001; J. M. Górriz; Diego Salas-Gonzalez; Alejandro Romero; Míriam López; Ignacio Álvarez; Manuel Gómez-Río (Inf. Sci., 2013)

Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez Illán; Elmar Wolfgang Lang (NeuroImage, 2013)

LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease. - Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia (Pattern Recognit. Lett., 2013)

Automatic Determination of Validity of Input Data Used in Ellipsoid Fitting MARG Calibration Algorithms. - Alberto Olivares; Gonzalo Ruiz-García; Gonzalo Olivares; Juan Manuel Górriz; Javier Ramírez 001 (Sensors, 2013)

A simplified QRS decision stage based on the DFT coefficients. - Juan Manuel Górriz; Javier Ramírez 001; Alberto Olivares; I. A. Ilian; Diego Salas-Gonzalez; Carlos García Puntonet; Pablo Padilla (EUSIPCO, 2014)

Applications of Gaussian mixture models and mean squared error within DatSCAN SPECT imaging. - Abdelbasset Brahim; Javier Ramírez 001; Juan Manuel Górriz; Laila Khedher (ICIP, 2014)

Linear intensity normalization of DaTSCAN images using Mean Square Error and a model-based clustering approach. - Abdelbasset Brahim; Juan Manuel Górriz; Javier Ramírez 001; Laila Khedher (InMed, 2014)

Automatic classification of segmented MRI data combining Independent Component Analysis and Support Vector Machines. - Laila Khedher; Javier Ramírez 001; Juan Manuel Górriz; Abdelbasset Brahim (InMed, 2014)

Projecting MRI brain images for the detection of Alzheimer's Disease. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez Illán; Diego Salas-Gonzalez; Fermín Segovia (InMed, 2014)

Gated Sensor Fusion: A way to Improve the Precision of Ambulatory Human Body Motion Estimation. - Alberto Olivares; Juan Manuel Górriz; Javier Ramírez 001; Gonzalo Olivares (InMed, 2014)

Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation. - Andrés Ortiz 001; Daniel Fajardo; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia (InMed, 2014)

Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. - Pablo Padilla; Javier Ramírez 001; Juan Manuel Górriz; Diego Salas-Gonzalez; Ignacio Álvarez Illán (InMed, 2014)

Affine registration of [123I]FP-CIT SPECT brain images. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio A. Illán; Pablo Padilla; Francisco Jesús Martínez-Murcia; Elmar Wolfgang Lang (InMed, 2014)

PETRA: Multivariate analyses for neuroimaging data. - Fermín Segovia; Ignacio Álvarez Illán; Diego Salas-Gonzalez; Francisco Jesús Martínez-Murcia; Christophe Phillips; Carlos García Puntonet; Javier Ramírez Perez de Inestrosa; Juan Manuel Górriz Sáez (IWBBIO, 2014)

Why Using the Alpha-stable Distribution in Neuroimage?. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Elmar Wolfgang Lang (SIGMAP, 2014)

Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach. - Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Anke Meyer-Baese (Frontiers Comput. Neurosci., 2014)

Identifying endophenotypes of autism: a multivariate approach. - Fermín Segovia; Rosemary Holt; Michael D. Spencer; Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Christophe Phillips; Lindsay Chura; Simon Baron-Cohen; John Suckling (Frontiers Comput. Neurosci., 2014)

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez Illán; Andrés Ortiz 001 (Neurocomputing, 2014)

Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering. - Andrés Ortiz 001; J. M. Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (Inf. Sci., 2014)

Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution. - Diego Salas-Gonzalez; Oliver Horeth; Elmar Wolfgang Lang; Juan Manuel Górriz; Javier Ramírez 001 (IWBBIO (1), 2015)

Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach. - Abdelbasset Brahim; Juan Manuel Górriz; Javier Ramírez 001; Laila Khedher (IWINAC (1), 2015)

Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data. - Laila Khedher; Javier Ramírez 001; Juan Manuel Górriz; Abdelbasset Brahim; I. Álvarez Illán (IWINAC (1), 2015)

A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; I. Álvarez Illán (IWINAC (1), 2015)

Automated Diagnosis of Alzheimer's Disease by Integrating Genetic Biomarkers and Tissue Density Information. - Andrés Ortiz 001; Miguel Moreno-Estévez; Juan Manuel Górriz; Javier Ramírez 001; María J. García-Tarifa; Jorge Munilla; Nuria Haba (IWINAC (1), 2015)

A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images. - Diego Salas-Gonzalez; Elmar Wolfgang Lang; Juan Manuel Górriz; Javier Ramírez 001 (VISAPP (3), 2015)

Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach. - Abdelbasset Brahim; J. M. Górriz; Javier Ramírez 001; Laila Khedher (Appl. Soft Comput., 2015)

Digital image analysis for automatic enumeration of malaria parasites using morphological operations. - Juan Eloy Arco; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez; Carlos García Puntonet (Expert Syst. Appl., 2015)

Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis. - Andrés Ortiz 001; Jorge Munilla; Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001 (Frontiers Comput. Neurosci., 2015)

Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks. - Fermín Segovia; Ignacio Álvarez Illán; Juan Manuel Górriz; Javier Ramírez 001; Axel Rominger; Johannes Levin (Frontiers Comput. Neurosci., 2015)

Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images. - Laila Khedher; Javier Ramírez 001; Juan Manuel Górriz; Abdelbasset Brahim; Fermín Segovia (Neurocomputing, 2015)

Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches. - Pablo Padilla; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez; Ignacio Álvarez Illán (Neurocomputing, 2015)

Building a FP-CIT SPECT Brain Template Using a Posterization Approach. - Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Ignacio Álvarez Illán; Pablo Padilla; Francisco Jesús Martínez-Murcia; Elmar Wolfgang Lang (Neuroinformatics, 2015)

Improving short-term prediction from MCI to AD by applying searchlight analysis. - Juan Eloy Arco; Javier Ramírez 001; Carlos García Puntonet; Juan Manuel Górriz; María Ruz (ISBI, 2016)

Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques. - Javier Ramírez 001; Juan Manuel Górriz; Francisco Jesús Martínez-Murcia; Fermín Segovia; Diego Salas-Gonzalez (MMSP, 2016)

Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (PRNI, 2016)

Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow. - Fermín Segovia; Marcelo García-Pérez; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia (SOCO-CISIS-ICEUTE, 2016)

Using frequency analysis to improve the precision of human body posture algorithms based on Kalman filters. - Alberto Olivares; J. M. Górriz; Javier Ramírez 001; Gonzalo Olivares (Comput. Biol. Medicine, 2016)

Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning. - Shuihua Wang; Ming Yang 011; Sidan Du; Jiquan Yang; Bin Liu 043; Juan Manuel Górriz; Javier Ramírez 001; Ti-Fei Yuan; Yudong Zhang 001 (Frontiers Comput. Neurosci., 2016)

A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Andrés Ortiz 001 (Int. J. Neural Syst., 2016)

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer's Disease. - Andrés Ortiz 001; Jorge Munilla; Juan Manuel Górriz; Javier Ramírez 001 (Int. J. Neural Syst., 2016)

A proposed computer-aided diagnosis system for Parkinson's disease classification using 123I-FP-CIT imaging. - Abdelbasset Brahim; Laila Khedher; Juan Manuel Górriz; Javier Ramírez 001; Hechmi Toumi; Eric Lespessailles; Rachid Jennane; Mohammed El Hassouni (ATSIP, 2017)

On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. - Diego Castillo-Barnes; Carlos Arenas; Fermín Segovia; Francisco Jesús Martínez-Murcia; Ignacio A. Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (IWINAC (1), 2017)

Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. - Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Ignacio A. Illán; Fermín Segovia; Diego Salas-González; Andrés Ortiz 001 (IWINAC (1), 2017)

A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Fermín Segovia; Diego Salas-Gonzalez; Diego Castillo-Barnes; Ignacio A. Illán (IWINAC (1), 2017)

PET Image Classification Using HHT-Based Features Through Fractal Sampling. - Andrés Ortiz 001; Francisco Lozano; Alberto Peinado; María J. García-Tarifa; J. M. Górriz; Javier Ramírez 001 (IWINAC (1), 2017)

Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Diego Castillo-Barnes; Ignacio A. Illán; Andrés Ortiz 001; Diego Salas-Gonzalez (IWINAC (1), 2017)

Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression. - Shuihua Wang; Yudong Zhang 001; Ming Yang 011; Bin Liu 043; Javier Ramírez 001; Juan Manuel Górriz (IWINAC (1), 2017)

Case-based statistical learning applied to SPECT image classification. - Juan Manuel Górriz; Javier Ramírez 001; Ignacio A. Illán; Francisco Jesús Martínez-Murcia; Fermín Segovia; Diego Salas-Gonzalez; Andrés Ortiz 001 (Computer-Aided Diagnosis, 2017)

Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. - Fermín Segovia; Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia (Computer-Aided Diagnosis, 2017)

Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. - Juan Manuel Górriz; Javier Ramírez 001; M. Moreno-Caballero; Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Ignacio A. Illán; Fermín Segovia; Diego Salas-Gonzalez; Manuel Gómez-Río (MIUA, 2017)

Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Fermín Segovia; Diego Salas-Gonzalez; Diego Castillo-Barnes; Ignacio A. Illán; Andrés Ortiz 001 (MIUA, 2017)

Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression. - Andrés Ortiz 001; Jorge Munilla; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001 (MIUA, 2017)

Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. - Juan Manuel Górriz; Javier Ramírez 001; John Suckling; Ignacio Álvarez Illán; Andrés Ortiz García; Francisco Jesús Martínez-Murcia; Fermín Segovia; Diego Salas-Gonzalez; Shuihua Wang (IEEE Access, 2017)

A semi-supervised learning approach for model selection based on class-hypothesis testing. - Juan Manuel Górriz; Javier Ramírez 001; John Suckling; Francisco Jesús Martínez-Murcia; Ignacio Álvarez; Fermín Segovia; Andrés Ortiz 001; Diego Salas-Gonzalez; Diego Castillo-Barnes; Carlos García Puntonet (Expert Syst. Appl., 2017)

P300 brainwave extraction from EEG signals: An unsupervised approach. - Victor de Lafuente; Juan Manuel Górriz; Javier Ramírez 001; Eduardo Gonzalez (Expert Syst. Appl., 2017)

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. - Diego Castillo-Barnes; Ignacio Peis; Francisco Jesús Martínez-Murcia; Fermín Segovia; Ignacio A. Illán; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (Frontiers Neuroinformatics, 2017)

Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001; Ignacio A. Illán; Fermín Segovia; Diego Castillo-Barnes; Diego Salas-Gonzalez (Frontiers Neuroinformatics, 2017)

Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease. - Jorge Munilla; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Alzheimer's Disease Neuroimaging Initiative (Frontiers Neuroinformatics, 2017)

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Johannes Levin; Madeleine Schuberth; Matthias Brendel; Axel Rominger; Kai Bötzel; Gaëtan Garraux; Christophe Phillips (Frontiers Neuroinformatics, 2017)

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support. - Laila Khedher; Ignacio Álvarez; Juan Manuel Górriz; Javier Ramírez 001; Abdelbasset Brahim; Anke Meyer-Baese (Int. J. Neural Syst., 2017)

Encoding, preparation and implementation of novel complex verbal instructions. - Carlos González-García; Juan Eloy Arco; Ana F. Palenciano; Javier Ramírez 001; María Ruz (NeuroImage, 2017)

3D Gabor Filters for Chest Segmentation in DCE-MRI. - Ignacio A. Illán; J. Perez Matos; Javier Ramírez 001; Juan Manuel Górriz; Simon Y. Foo; Anke Meyer-Baese (HAIS, 2018)

Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis. - Ignacio A. Illán; Javier Ramírez 001; J. M. Górriz; Katja Pinker-Domenig; Anke Meyer-Baese (RAMBO+BIA+TIA@MICCAI, 2018)

Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Diego Castillo-Barnes; R. Sanchez-Vano; Pablo Sopena-Novales; Manuel Gómez-Río (PRNI, 2018)

Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. - Diego Castillo-Barnes; Fermín Segovia; Francisco Jesús Martínez-Murcia; Diego Salas-Gonzalez; Javier Ramírez 001; Juan Manuel Górriz (SOCO-CISIS-ICEUTE, 2018)

Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets. - Ignacio A. Illán; Javier Ramírez 001; J. M. Górriz; Katja Pinker-Domenig; Anke Meyer-Baese (SOCO-CISIS-ICEUTE, 2018)

Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Diego Castillo-Barnes; Diego Salas-Gonzalez; Fermín Segovia (SOCO-CISIS-ICEUTE, 2018)

Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. - Andrés Ortiz 001; Javier Ramírez 001; Ricardo Cruz-Arándiga; María J. García-Tarifa; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz (SOCO-CISIS-ICEUTE, 2018)

Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. - Ignacio Álvarez Illán; Javier Ramírez 001; Juan Manuel Górriz; Katja Pinker-Domenig; Anke Meyer-Baese (CoRR, 2018)

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. - Diego Castillo-Barnes; Javier Ramírez 001; Fermín Segovia; Francisco Jesús Martínez-Murcia; Diego Salas-Gonzalez; Juan Manuel Górriz (Frontiers Neuroinformatics, 2018)

Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders. - Fermín Segovia; J. M. Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Marcelo García-Pérez (Log. J. IGPL, 2018)

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? - Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez Perez de Inestrosa; Andrés Ortiz 001 (Int. J. Neural Syst., 2018)

Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. - Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Fermín Segovia; Ignacio A. Illán; Diego Salas-Gonzalez; Juan Manuel Górriz; Javier Ramírez 001 (IWINAC (1), 2019)

Support Vector Machine Failure in Imbalanced Datasets. - Ignacio A. Illán; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Diego Castillo-Barnes; Fermín Segovia; Diego Salas-González (IWINAC (1), 2019)

Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis. - Manuel Martínez-Ibañez; Andrés Ortiz 001; Jorge Munilla; Diego Salas-Gonzalez; J. M. Górriz; Javier Ramírez 001 (IWINAC (1), 2019)

Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Roberto Cesar Morales-Ortega; Pedro Javier Lopez-Abarejo; Juan Luis Luque; Diego Castillo-Barnes; Fermín Segovia; Ignacio A. Illán; Julio Ortega 001; Javier Ramírez 001; Juan Manuel Górriz (IWINAC (1), 2019)

Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. - Andrés Ortiz 001; Jorge Munilla; Manuel Martínez-Ibañez; Juan Manuel Górriz; Javier Ramírez 001; Diego Salas-Gonzalez (Frontiers Neuroinformatics, 2019)

Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression. - Shuihua Wang; Yudong Zhang 001; Ming Yang 011; Bin Liu 043; Javier Ramírez 001; Juan Manuel Górriz (Integr. Comput. Aided Eng., 2019)

A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms. - Juan Manuel Górriz; Javier Ramírez 001; Fermín Segovia; Francisco Jesús Martínez-Murcia; Meng-Chuan Lai; Michael V. Lombardo; Simon Baron-Cohen; John Suckling (Int. J. Neural Syst., 2019)

Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling. - Andrés Ortiz 001; Jorge Munilla; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001 (Int. J. Neural Syst., 2019)

Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. - Fermín Segovia; Juan Manuel Górriz; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Diego Castillo-Barnes (Int. J. Neural Syst., 2019)

Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes. - Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Jorge Munilla; Juan Manuel Górriz; Javier Ramírez 001 (Neurocomputing, 2019)

On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging. - Juan Manuel Górriz; Javier Ramírez 001; MRC AIMS Consortium; John Suckling (Pattern Recognit., 2019)

Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. - Carmen Jimenez-Mesa; Ignacio Álvarez Illán; Alberto Martín-Martín; Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Javier Ramírez 001; Juan Manuel Górriz (IEEE Access, 2020)

Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Yu-Dong Zhang 001; Juan Manuel Górriz (CoRR, 2020)

Editorial: Deep Learning in Aging Neuroscience. - Javier Ramírez 001; Juan Manuel Górriz; Andrés Ortiz 001; James H. Cole; Martin Dyrba (Frontiers Neuroinformatics, 2020)

Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. - Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Andrés Ortiz García; Diego Salas-Gonzalez; Javier Ramírez 001; Juan Manuel Górriz (Int. J. Neural Syst., 2020)

EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Pedro Javier Lopez-Abarejo; Miguel Lopez-Zamora; Juan Luis Luque (Int. J. Neural Syst., 2020)

Expectation-Maximization algorithm for finite mixture of α-stable distributions. - Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Javier Ramírez 001; J. M. Górriz; Diego Salas-Gonzalez (Neurocomputing, 2020)

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. - Juan Manuel Górriz; Javier Ramírez 001; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Fermín Segovia; John Suckling; Matthew Leming; Yu-Dong Zhang 001; José Ramón Álvarez Sánchez; Guido Bologna; María Paula Bonomini; Fernando E. Casado; et al. (Neurocomputing, 2020)

Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. - Fermín Segovia; Javier Ramírez 001; Diego Castillo-Barnes; Diego Salas-Gonzalez; Manuel Gómez-Río; Pablo Sopena-Novales; Christophe Phillips; Yudong Zhang 001; J. M. Górriz (Neurocomputing, 2020)

Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. - Diego Castillo-Barnes; Li Su 002; Javier Ramírez 001; Diego Salas-Gonzalez; Francisco Jesús Martínez-Murcia; Ignacio A. Illán; Fermín Segovia; Andrés Ortiz 001; Carlos Cruchaga; Martin R. Farlow; Chengjie Xiong; Neil R. Graff-Radford; et al. (Inf. Fusion, 2020)

Granger causality-based information fusion applied to electrical measurements from power transformers. - Jacob Rodriguez-Rivero; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Fermín Segovia; Andrés Ortiz 001; Diego Salas-Gonzalez; Diego Castillo-Barnes; Ignacio Álvarez Illán; Carlos García Puntonet; Carmen Jimenez-Mesa; F. J. Leiva; S. Carillo; et al. (Inf. Fusion, 2020)

Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. - Yu-Dong Zhang 001; Zhengchao Dong; Shui-Hua Wang; Xiang Yu; Xujing Yao; Qinghua Zhou; Hua Hu; Min Li; Carmen Jimenez-Mesa; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz (Inf. Fusion, 2020)

Hardware implementation of real-time pedestrian detection system. - Abdelhamid Helali; Haythem Ameur; J. M. Górriz; Javier Ramírez 001; Hassen Maaref (Neural Comput. Appl., 2020)

Atlas-Based Classification Algorithms for Identification of Informative Brain Regions in fMRI Data. - Juan Eloy Arco; Paloma Díaz-Gutiérrez; Javier Ramírez 001; María Ruz (Neuroinformatics, 2020)

Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Diego Castillo-Barnes (IEEE J. Biomed. Health Informatics, 2020)

Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Yu-Dong Zhang 001; Jordi Broncano; Manuel Álvaro Berbís; Javier Royuela-del-Val; Antonio Luna; Juan Manuel Górriz (CoRR, 2021)

Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability. - Carmen Jimenez-Mesa; Javier Ramírez 001; John Suckling; Jonathan Vöglein; Johannes Levin; Juan Manuel Górriz; Alzheimer's Disease Neuroimaging Initiative; Dominantly Inherited Alzheimer Network (DIAN) (CoRR, 2021)

Applications of Epileptic Seizures Detection in Neuroimaging Modalities Using Deep Learning Techniques: Methods, Challenges, and Future Works. - Afshin Shoeibi; Navid Ghassemi; Marjane Khodatars; Mahboobeh Jafari; Parisa Moridian; Roohallah Alizadehsani; Ali Khadem; Yinan Kong; Assef Zare; Juan Manuel Górriz; Javier Ramírez 001; Maryam Panahiazar; et al. (CoRR, 2021)

Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Juan Manuel Górriz (CoRR, 2021)

Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease. - Juan Eloy Arco; Javier Ramírez 001; Juan Manuel Górriz; María Ruz (Expert Syst. Appl., 2021)

Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Javier Ramírez 001; Juan Manuel Górriz; Ricardo Cruz (Neurocomputing, 2021)

Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. - Juan Manuel Górriz; Carmen Jimenez-Mesa; Rafael Romero-Garcia; Fermín Segovia; Javier Ramírez 001; Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Diego Salas-Gonzalez; Ignacio Álvarez Illán; Carlos García Puntonet; David López-García; et al. (Inf. Fusion, 2021)

Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. - Juan Eloy Arco; Andrés Ortiz 001; Diego Castillo-Barnes; Juan Manuel Górriz; Javier Ramírez 001 (IWINAC (1), 2022)

CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources. - Diego Castillo-Barnes; Javier Merino-Chica; R. Garcia-Diaz; Carmen Jimenez-Mesa; Juan Eloy Arco; Javier Ramírez 001; J. M. Górriz (IWINAC (1), 2022)

Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease. - Diego Castillo-Barnes; Juan Eloy Arco; Carmen Jimenez-Mesa; Javier Ramírez 001; J. M. Górriz; Diego Salas-Gonzalez (IWINAC (1), 2022)

Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. - Carmen Jimenez-Mesa; Juan Eloy Arco; Meritxell Valentí-Soler; Belén Frades-Payo; María A. Zea-Sevilla; Andrés Ortiz 001; Marina Ávila-Villanueva; Diego Castillo-Barnes; Javier Ramírez 001; Teodoro Del Ser-Quijano; Cristóbal Carnero-Pardo; Juan Manuel Górriz (IWINAC (1), 2022)

Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. - Carmen Jimenez-Mesa; Diego Castillo-Barnes; Juan Eloy Arco; Fermín Segovia; Javier Ramírez 001; Juan Manuel Górriz (IWINAC (1), 2022)

Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. - Andrés Ortiz 001; Juan Eloy Arco; Marco A. Formoso; Nicolás Gallego-Molina; Ignacio Rodríguez-Rodríguez; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001 (IWINAC (1), 2022)

Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. - Fermín Segovia; Javier Ramírez 001; Diego Salas-Gonzalez; Ignacio Álvarez Illán; Francisco Jesús Martínez-Murcia; Jacob Rodriguez-Rivero; F. J. Leiva; C. Gaitan; J. M. Górriz (IWINAC (1), 2022)

Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. - Jose Antonio Simón-Rodríguez; Francisco Jesús Martínez-Murcia; Javier Ramírez 001; Diego Castillo-Barnes; Juan Manuel Górriz (IWINAC (1), 2022)

An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. - Afshin Shoeibi; Parisa Moridian; Marjane Khodatars; Navid Ghassemi; Mahboobeh Jafari; Roohallah Alizadehsani; Yinan Kong; Juan Manuel Górriz; Javier Ramírez 001; Abbas Khosravi; Saeid Nahavandi; U. Rajendra Acharya (Comput. Biol. Medicine, 2022)

Tiled Sparse Coding in Eigenspaces for Image Classification. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Yu-Dong Zhang 001; Juan Manuel Górriz (Int. J. Neural Syst., 2022)

Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. - Diego Castillo-Barnes; Carmen Jimenez-Mesa; Francisco Jesús Martínez-Murcia; Diego Salas-Gonzalez; Javier Ramírez 001; Juan Manuel Górriz (Int. J. Neural Syst., 2022)

A hypothesis-driven method based on machine learning for neuroimaging data analysis. - Juan Manuel Górriz; Rubén Martín-Clemente; Carlos García Puntonet; Andrés Ortiz 001; Javier Ramírez 001; John Suckling (Neurocomputing, 2022)

A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. - J. M. Górriz; Carmen Jimenez-Mesa; Fermín Segovia; Javier Ramírez 001; John Suckling (IEEE J. Biomed. Health Informatics, 2022)

Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. - E. Delgado de las Heras; Francisco Jesús Martínez-Murcia; Ignacio A. Illán; Carmen Jiménez-Mesa; Diego Castillo-Barnes; Javier Ramírez 001; Juan Manuel Górriz (CoRR, 2023)

EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Juan Manuel Górriz; Javier Ramírez 001; Pedro Javier Lopez-Perez; Miguel López-Zamora; Juan Luis Luque (CoRR, 2023)

Connected system for monitoring electrical power transformers using thermal imaging. - Fermín Segovia; Javier Ramírez 001; Diego Salas-González; Ignacio A. Illán; Francisco Jesús Martínez-Murcia; Jacob Rodriguez-Rivero; F. J. Leiva; C. Gaitan; J. M. Górriz (Integr. Comput. Aided Eng., 2023)

Uncertainty-driven ensembles of multi-scale deep architectures for image classification. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Yudong Zhang 001; Juan Manuel Górriz (Inf. Fusion, 2023)

A non-parametric statistical inference framework for Deep Learning in current neuroimaging. - Carmen Jimenez-Mesa; Javier Ramírez 001; John Suckling; Jonathan Vöglein; Johannes Levin; Juan Manuel Górriz (Inf. Fusion, 2023)

Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. - Juan Eloy Arco; Andrés Ortiz 001; Diego Castillo-Barnes; Juan Manuel Górriz; Javier Ramírez 001 (Appl. Soft Comput., 2023)

Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. - Juan Eloy Arco; Andrés Ortiz 001; Nicolás Gallego-Molina; Juan Manuel Górriz; Javier Ramírez 001 (Int. J. Neural Syst., 2023)

Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. - Carmen Jimenez-Mesa; Juan Eloy Arco; Meritxell Valentí-Soler; Belén Frades-Payo; María A. Zea-Sevilla; Andrés Ortiz 001; Marina Ávila-Villanueva; Diego Castillo-Barnes; Javier Ramírez 001; Teodoro Del Ser-Quijano; Cristóbal Carnero-Pardo; Juan Manuel Górriz (Int. J. Neural Syst., 2023)

Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. - Diego Castillo-Barnes; Francisco Jesús Martínez-Murcia; Carmen Jimenez-Mesa; Juan Eloy Arco; Diego Salas-Gonzalez; Javier Ramírez 001; J. M. Górriz (Int. J. Neural Syst., 2023)

Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. - Juan Eloy Arco; Andrés Ortiz 001; Javier Ramírez 001; Francisco Jesús Martínez-Murcia; Yu-Dong Zhang 001; Jordi Broncano; Manuel Álvaro Berbís; Javier Royuela-del-Val; Antonio Luna; Juan Manuel Górriz (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. - J. M. Górriz; I. Álvarez Illán; Agustín Álvarez-Marquina; Juan Eloy Arco; Martin Atzmüller; F. Ballarini; Emilia I. Barakova; Guido Bologna; María Paula Bonomini; Germán Castellanos-Domínguez; Diego Castillo-Barnes; S. B. Cho; et al. (Inf. Fusion, 2023)

Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. - Juan Eloy Arco; Nicolás Gallego-Molina; Pedro Javier Lopez-Perez; Javier Ramírez 001; Juan Manuel Górriz; Andrés Ortiz 001 (IWINAC, 2024)

A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. - Nicolás Gallego-Molina; Francisco Jesús Martínez-Murcia; Marco A. Formoso; Diego Castillo-Barnes; Andrés Ortiz 001; Javier Ramírez 001; J. M. Górriz; Pedro Javier Lopez-Perez; Juan Luis Luque (IWINAC, 2024)

A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. - Carmen Jimenez-Mesa; Juan Eloy Arco; Meritxell Valentí-Soler; Belén Frades-Payo; María A. Zea-Sevilla; Andrés Ortiz 001; Marina Ávila-Villanueva; Javier Ramírez 001; Teodoro Del Ser-Quijano; Cristóbal Carnero-Pardo; Juan Manuel Górriz (IWINAC, 2024)

RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. - David López-García; Fermín Segovia; Jacob Rodriguez-Rivero; Javier Ramírez 001; David Pérez; Raúl Serrano; Juan Manuel Górriz (IWINAC (2), 2024)

PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. - R. López; Francisco Jesús Martínez-Murcia; Javier Ramírez 001; Teodoro Martín-Noguerol; Félix Paulano-Godino; Antonio Luna; J. M. Górriz; Fermín Segovia (IWINAC, 2024)

RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. - Jacob Rodriguez-Rivero; David López-García; Fermín Segovia; Javier Ramírez 001; Juan Manuel Górriz; Raúl Serrano; David Pérez; Iván Maza; Aníbal Ollero; Pol Paradell Sola; Albert Gili Selga; José Luis Domínguez-García; et al. (IWINAC (2), 2024)

A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. - Cristóbal Vázquez-García; Francisco Jesús Martínez-Murcia; Juan Eloy Arco; Ignacio A. Illán; Carmen Jiménez-Mesa; Javier Ramírez 001; Juan Manuel Górriz (IWINAC, 2024)

Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation. - Maksym Manko; Anton Popov; Juan Manuel Górriz; Javier Ramírez 001 (CAAI Trans. Intell. Technol., 2024)

Is K-fold cross validation the best model selection method for Machine Learning? - Juan Manuel Górriz; Fermín Segovia; Javier Ramírez 001; Andrés Ortiz 001; John Suckling (CoRR, 2024)

Unraveling the Autism spectrum heterogeneity: Insights from ABIDE I Database using data/model-driven permutation testing approaches. - F. J. Alcaide; I. Álvarez Illán; Javier Ramírez 001; J. M. Górriz (CoRR, 2024)

Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. - Francisco Jesús Martínez-Murcia; Juan Eloy Arco; Carmen Jimenez-Mesa; Fermín Segovia; Ignacio Álvarez; Javier Ramírez 001; Juan Manuel Górriz (Int. J. Neural Syst., 2024)

Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods. - Carmen Jimenez-Mesa; Yizhou Wan; Guilio Sansone; Francisco Jesús Martínez-Murcia; Javier Ramírez 001; Pietro Lio; Juan Manuel Górriz; Stephen J. Price; John Suckling; Michail Mamalakis (CoRR, 2025)