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)

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)

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)

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)

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)

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)

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)

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)

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)

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

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)

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)

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)

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)

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)

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)

PET imaging analysis using a parcelation approach and multiple kernel classification. - Fermín Segovia; Christophe Phillips (PRNI, 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Statistical Agnostic Regression: a machine learning method to validate regression models. - Juan Manuel Górriz; J. Ramirez; Fermín Segovia; Francisco Jesús Martínez-Murcia; Carmen Jiménez-Mesa; John Suckling (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)