Diego Castillo-Barnes

42 papers Misc 3Journal 22Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Bayesian framework for phase-amplitude cross-frequency coupling inference: Application to reading disability detection.
Expert Syst. Appl.
Diego Castillo-Barnes, Andrés Ortiz, Patrícia Figueiredo, Nicolás Gallego-Molina
2025 J jnl
Directed Weighted EEG Connectogram Insights of One-to-One Causality for Identifying Developmental Dyslexia.
Int. J. Neural Syst.
Ignacio Rodríguez-Rodríguez, José Ignacio Mateo-Trujillo, Andrés Ortiz, Nicolás J. Gallego-Molina, Diego Castillo-Barnes, Juan Luis Luque
2025 J jnl
Optimizing dyslexia intervention through an adaptive sequential recommender system.
Knowl. Based Syst.
J. Ignacio Mateo-Trujillo, Ignacio Rodríguez-Rodríguez, Diego Castillo-Barnes, Andrés Ortiz García, Auxiliadora Sánchez, Juan Luis Luque
2024 Misc conf
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia.
IWINAC
Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque
2024 — conf
Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic Learners.
IWINAC (2)
J. Ignacio Mateo-Trujillo, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Alberto Peinado, Juan Luis Luque, Auxiliadora Sánchez-Gómez
2024 Misc conf
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection.
IWINAC
Diego Castillo-Barnes, Andrés Ortiz, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque
2024 Misc conf
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling.
IWINAC
Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz
2023 J jnl
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
Inf. Fusion
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, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez-Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, Victoria Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, José Manuel Ferrández-Vicente
2023 J jnl
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression.
Appl. Soft Comput.
Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez
2023 J jnl
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data.
Int. J. Neural Syst.
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz
2023 J jnl
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders.
CoRR
E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz
2023 J jnl
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern.
Int. J. Neural Syst.
Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
2022 — conf
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease.
IWINAC (1)
Carmen Jimenez-Mesa, Diego Castillo-Barnes, Juan Eloy Arco, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz
2022 — conf
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test.
IWINAC (1)
Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
2022 — conf
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources.
IWINAC (1)
Diego Castillo-Barnes, Javier Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa, Juan Eloy Arco, Javier Ramírez, J. M. Górriz
2022 — conf
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease.
IWINAC (1)
Diego Castillo-Barnes, Juan Eloy Arco, Carmen Jimenez-Mesa, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez
2022 — conf
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images.
IWINAC (1)
Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia, Javier Ramírez, Diego Castillo-Barnes, Juan Manuel Górriz
2022 J jnl
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images.
Int. J. Neural Syst.
Diego Castillo-Barnes, Carmen Jimenez-Mesa, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2022 — conf
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks.
IWINAC (1)
Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez
2021 J jnl
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities.
Inf. Fusion
Juan Manuel Górriz, Carmen Jimenez-Mesa, Rafael Romero-Garcia, Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Carlos García Puntonet, David López-García, Manuel Gómez-Río, John Suckling
2020 J jnl
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning.
Inf. Fusion
Diego Castillo-Barnes, Li Su, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Andrés Ortiz, Carlos Cruchaga, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN)
2020 J jnl
Expectation-Maximization algorithm for finite mixture of α-stable distributions.
Neurocomputing
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez
2020 J jnl
Granger causality-based information fusion applied to electrical measurements from power transformers.
Inf. Fusion
Jacob Rodriguez-Rivero, Javier Ramírez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio Álvarez Illán, Carlos García Puntonet, Carmen Jimenez-Mesa, F. J. Leiva, S. Carillo, John Suckling, Juan Manuel Górriz
2020 J jnl
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease.
Int. J. Neural Syst.
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz García, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2020 J jnl
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease.
Neurocomputing
Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, Pablo Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz
2020 J jnl
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis.
IEEE Access
Carmen Jimenez-Mesa, Ignacio Álvarez Illán, Alberto Martín-Martín, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, Juan Manuel Górriz
2020 J jnl
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders.
IEEE J. Biomed. Health Informatics
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes
2019 J jnl
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology.
Int. J. Neural Syst.
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes
2019 — conf
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis.
IWINAC (1)
Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez
2019 — conf
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia.
IWINAC (1)
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Roberto Cesar Morales-Ortega, Pedro Javier Lopez-Abarejo, Juan Luis Luque, Diego Castillo-Barnes, Fermín Segovia, Ignacio A. Illán, Julio Ortega, Javier Ramírez, Juan Manuel Górriz
2019 — conf
Support Vector Machine Failure in Imbalanced Datasets.
IWINAC (1)
Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Fermín Segovia, Diego Salas-González
2018 — conf
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images.
SOCO-CISIS-ICEUTE
Diego Castillo-Barnes, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2018 — conf
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study.
SOCO-CISIS-ICEUTE
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Fermín Segovia
2018 J jnl
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease.
Frontiers Neuroinformatics
Diego Castillo-Barnes, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Juan Manuel Górriz
2018 — conf
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach.
PRNI
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río
2017 — conf
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease.
IWINAC (1)
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán
2017 J jnl
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI.
Frontiers Neuroinformatics
Diego Castillo-Barnes, Ignacio Peis, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2017 J jnl
A semi-supervised learning approach for model selection based on class-hypothesis testing.
Expert Syst. Appl.
Juan Manuel Górriz, Javier Ramírez, John Suckling, Francisco Jesús Martínez-Murcia, Ignacio Álvarez, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Carlos García Puntonet
2017 — conf
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology.
IWINAC (1)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz, Diego Salas-Gonzalez
2017 — conf
Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis.
MIUA
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz
2017 J jnl
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases.
Frontiers Neuroinformatics
Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Fermín Segovia, Diego Castillo-Barnes, Diego Salas-Gonzalez
2017 — conf
On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database.
IWINAC (1)
Diego Castillo-Barnes, Carlos Arenas, Fermín Segovia, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez