Diego Castillo-Barnes

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Juan Manuel GorrizFull Professor at University of GranadaBestätigte E-Mail-Adresse bei ugr.es
Javier RamírezUniversity of Granada, SpainBestätigte E-Mail-Adresse bei ugr.es
Francisco Jesus Martinez MurciaUGR - Institute on Data Science & Computational Intelligence. Dpt. of Signal Theory, Networking andBestätigte E-Mail-Adresse bei ugr.es
Diego Salas-GonzalezDpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de GranadaBestätigte E-Mail-Adresse bei ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabBestätigte E-Mail-Adresse bei ic.uma.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINBestätigte E-Mail-Adresse bei ugr.es
Ignacio Alvarez IllanUniversidad de GranadaBestätigte E-Mail-Adresse bei ugr.es
Carmen Jiménez-MesaPostdoctoral researcher at University of GranadaBestätigte E-Mail-Adresse bei ugr.es
Juan E. ArcoPostdoctoral Researcher, University of GranadaBestätigte E-Mail-Adresse bei ugr.es
John SucklingDepartment of Psychiatry, University of cambridgeBestätigte E-Mail-Adresse bei cam.ac.uk
David López-GarcíaAndalusian Institute in Data Science and Artificial Intelligence. University of GranadaBestätigte E-Mail-Adresse bei ugr.es
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHBestätigte E-Mail-Adresse bei med.uni-muenchen.de
Nicolás J. Gallego-MolinaCommunications Engineering Department, University of MálagaBestätigte E-Mail-Adresse bei ic.uma.es
Ignacio Rodríguez-RodríguezPostdoc researcher 'Ramón y Cajal'. PhD Computer Sciences - PhD TelecommunicationsBestätigte E-Mail-Adresse bei ic.uma.es
Silvia SequeroDepartment of Oncology, San Cecilio University Hospital, Granada (Spain)Bestätigte E-Mail-Adresse bei juntadeandalucia.es
José Ignacio Mateo TrujilloUniversidad de MálagaBestätigte E-Mail-Adresse bei ic.uma.es
Patrícia FigueiredoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaBestätigte E-Mail-Adresse bei tecnico.ulisboa.pt
Marco A. FormosoFPI Grant, Universidad de MálagaBestätigte E-Mail-Adresse bei ic.uma.es

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Diego Castillo-Barnes

Posdoctoral researcher at University of Malaga (Spain)

Bestätigte E-Mail-Adresse bei ic.uma.es

Clinical Data Analysis Machine Learning Signal Processing Biomedical Applications


Titel Nach Zitationen sortieren Nach Jahr sortieren Nach Titel sortieren	Zitiert von Zitiert von	Jahr
Studying the manifold structure of Alzheimer's disease: a deep learning approach using convolutional autoencoders FJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-Barnes IEEE journal of biomedical and health informatics 24 (1), 17-26, 2019	229	2019
Computational approaches to explainable artificial intelligence: advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ... Information Fusion 100, 101945, 2023	118	2023
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares J Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, ... Journal of neuroscience methods 302, 47-57, 2018	86	2018
Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson's disease D Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, ... Frontiers in Neuroinformatics 12, 53, 2018	62	2018
A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ... Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017	60	2017
Assisted diagnosis of Parkinsonism based on the striatal morphology F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes International Journal of neural systems 29 (09), 1950011, 2019	44	2019
Morphological characterization of functional brain imaging by isosurface analysis in Parkinson’s disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, ... International journal of neural systems 30 (09), 2050044, 2020	39	2020
Statistical agnostic mapping: A framework in neuroimaging based on concentration inequalities JM Górriz, C Jimenez-Mesa, R Romero-Garcia, F Segovia, J Ramirez, ... Information Fusion 66, 198-212, 2021	36	2021
Optimized one vs one approach in multiclass classification for early Alzheimer’s disease and mild cognitive impairment diagnosis C Jimenez-Mesa, IA Illán, A Martin-Martin, D Castillo-Barnes, ... IEEE Access 8, 96981-96993, 2020	33	2020
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning D Castillo-Barnes, L Su, J Ramírez, D Salas-Gonzalez, ... Information Fusion 58, 153-167, 2020	26	2020
Expectation–Maximization algorithm for finite mixture of α-stable distributions D Castillo-Barnes, FJ Martínez-Murcia, J Ramírez, JM Górriz, ... Neurocomputing 413, 210-216, 2020	25	2020
Periodogram connectivity of EEG signals for the detection of dyslexia FJ Martínez-Murcia, A Ortiz, R Morales-Ortega, PJ López, JL Luque, ... Understanding the Brain Function and Emotions: 8th International Work …, 2019	25	2019
Deep convolutional autoencoders vs PCA in a highly-unbalanced Parkinson’s disease dataset: A DaTSCAN study FJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-Barnes, ... International Joint Conference SOCO’18-CISIS’18-ICEUTE’18: San Sebastián …, 2019	22	2019
Functional brain imaging synthesis based on image decomposition and kernel modeling: Application to neurodegenerative diseases FJ Martinez-Murcia, JM Górriz, J Ramírez, IA Illán, F Segovia, ... Frontiers in neuroinformatics 11, 65, 2017	18	2017
Using explainable artificial intelligence in the clock drawing test to reveal the cognitive impairment pattern C Jiménez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ... International Journal of Neural Systems 33 (04), 2350015, 2023	17	2023
Granger causality-based information fusion applied to electrical measurements from power transformers J Rodriguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, ... Information Fusion 57, 59-70, 2020	17	2020
Quantifying differences between affine and nonlinear spatial normalization of FP-CIT SPECT images D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, ... International Journal of Neural Systems 32 (05), 2250019, 2022	15	2022
A semi-supervised learning approach for model selection based on class-hypothesis testing JM Gorriz, J Ramirez, J Suckling, FJ Martínez-Murcia, IA Illán, F Segovia, ... Expert Systems with Applications 90, 40-49, 2017	15	2017
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer’s disease F Segovia, J Ramírez, D Castillo-Barnes, D Salas-Gonzalez, ... Neurocomputing 417, 1-9, 2020	13	2020
Quantifying inter-hemispheric differences in Parkinson’s disease using siamese networks JE Arco, A Ortiz, D Castillo-Barnes, JM Górriz, J Ramírez International Work-Conference on the Interplay Between Natural and …, 2022	12	2022

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