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Diego Castillo-Barnes
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Journal Articles
- 2023
- [j18]Juan Eloy Arco
, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez:
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. Appl. Soft Comput. 134: 109991 (2023) - [j17]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:
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. Int. J. Neural Syst. 33(4): 2350015:1-2350015:16 (2023) - [j16]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa
, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz:
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. Int. J. Neural Syst. 33(8): 2350041:1-2350041:20 (2023) - [j15]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
, V. 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, S. H. Wang, Wei Wang
, Y. D. Zhang, Hengde Zhu
, Z. Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - 2022
- [j14]Diego Castillo-Barnes
, Carmen Jimenez-Mesa
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. 32(5): 2250019:1-2250019:16 (2022) - 2021
- [j13]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:
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66: 198-212 (2021) - 2020
- [j12]Carmen Jimenez-Mesa
, Ignacio Álvarez Illán
, Alberto Martín-Martín, Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Javier Ramírez
, Juan Manuel Górriz
:
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. IEEE Access 8: 96981-96993 (2020) - [j11]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Andrés Ortiz García
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. 30(9): 2050044:1-2050044:15 (2020) - [j10]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Javier Ramírez
, J. M. Górriz, Diego Salas-Gonzalez
:
Expectation-Maximization algorithm for finite mixture of α-stable distributions. Neurocomputing 413: 210-216 (2020) - [j9]Fermín Segovia
, Javier Ramírez
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
, Manuel Gómez-Río, Pablo Sopena-Novales, Christophe Phillips, Yudong Zhang
, J. M. Górriz:
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. Neurocomputing 417: 1-9 (2020) - [j8]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:
Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 57: 59-70 (2020) - [j7]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):
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58: 153-167 (2020) - [j6]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz
, Javier Ramírez
, Diego Castillo-Barnes
:
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 24(1): 17-26 (2020) - 2019
- [j5]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
:
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. Int. J. Neural Syst. 29(9): 1950011:1-1950011:13 (2019) - 2018
- [j4]Diego Castillo-Barnes
, Javier Ramírez
, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, Juan Manuel Górriz:
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. Frontiers Neuroinformatics 12: 53 (2018) - 2017
- [j3]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:
A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 90: 40-49 (2017) - [j2]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Fermín Segovia
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
:
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. Frontiers Neuroinformatics 11: 65 (2017) - [j1]Diego Castillo-Barnes
, Ignacio Peis
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Diego Salas-Gonzalez
:
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. Frontiers Neuroinformatics 11: 66 (2017)
Conference and Workshop Papers
- 2024
- [c20]Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes
, Ignacio Rodríguez-Rodríguez
, Juan Manuel Górriz:
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC 2024: 14-23 - [c19]Diego Castillo-Barnes
, Andrés Ortiz, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque:
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. IWINAC 2024: 55-67 - [c18]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:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - [c17]J. Ignacio Mateo-Trujillo, Diego Castillo-Barnes
, Ignacio Rodríguez-Rodríguez
, Andrés Ortiz, Alberto Peinado, Juan Luis Luque, Auxiliadora Sánchez-Gómez:
Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic Learners. IWINAC (2) 2024: 205-214 - 2022
- [c16]Diego Castillo-Barnes
, Javier Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa
, Juan Eloy Arco, Javier Ramírez
, J. M. Górriz:
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources. IWINAC (1) 2022: 23-33 - [c15]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:
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. IWINAC (1) 2022: 34-42 - [c14]Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia
, Javier Ramírez
, Diego Castillo-Barnes
, Juan Manuel Górriz:
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. IWINAC (1) 2022: 104-113 - [c13]Juan Eloy Arco, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez
:
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. IWINAC (1) 2022: 156-165 - [c12]Carmen Jimenez-Mesa
, Diego Castillo-Barnes
, Juan Eloy Arco, Fermín Segovia, Javier Ramírez
, Juan Manuel Górriz:
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. IWINAC (1) 2022: 166-175 - [c11]Diego Castillo-Barnes
, Juan Eloy Arco, Carmen Jimenez-Mesa
, Javier Ramírez
, J. M. Górriz, Diego Salas-Gonzalez:
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease. IWINAC (1) 2022: 176-186 - 2019
- [c10]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:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 2019: 350-359 - [c9]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Ignacio A. Illán
, Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
:
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. IWINAC (1) 2019: 379-388 - [c8]Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, Fermín Segovia
, Diego Salas-González
:
Support Vector Machine Failure in Imbalanced Datasets. IWINAC (1) 2019: 412-419 - 2018
- [c7]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río:
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI 2018: 1-4 - [c6]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
, Fermín Segovia
:
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE 2018: 47-56 - [c5]Diego Castillo-Barnes
, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, Javier Ramírez
, Juan Manuel Górriz:
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. SOCO-CISIS-ICEUTE 2018: 100-109 - 2017
- [c4]Diego Castillo-Barnes
, Carlos Arenas, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Diego Salas-Gonzalez
:
On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. IWINAC (1) 2017: 298-304 - [c3]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Ignacio A. Illán
:
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) 2017: 324-333 - [c2]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, Ignacio A. Illán
, Andrés Ortiz
, Diego Salas-Gonzalez
:
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) 2017: 345-352 - [c1]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Ignacio A. Illán
, Andrés Ortiz
:
Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. MIUA 2017: 470-481
Informal and Other Publications
- 2023
- [i1]E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz:
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR abs/2305.07038 (2023)
Coauthor Index
aka: J. M. Górriz
aka: Carmen Jiménez-Mesa
aka: Andrés Ortiz García
aka: Diego Salas-González
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