Diego Castillo-Barnes

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	Wszystkie	Od 2020
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32 artykuły

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Juan Manuel GorrizFull Professor at University of GranadaZweryfikowany adres z ugr.es
Javier RamírezUniversity of Granada, SpainZweryfikowany adres z ugr.es
Francisco Jesus Martinez MurciaUGR - Institute on Data Science & Computational Intelligence. Dpt. of Signal Theory, Networking andZweryfikowany adres z ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabZweryfikowany adres z ic.uma.es
Diego Salas-Gonzalez (ORCID:0000-...Dpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de Granada (RoR:04njjy449)Zweryfikowany adres z ugr.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINZweryfikowany adres z ugr.es
Ignacio Alvarez IllanUniversidad de GranadaZweryfikowany adres z ugr.es
Carmen Jiménez-MesaPostdoctoral researcher at University of GranadaZweryfikowany adres z ugr.es
Juan E. ArcoPostdoctoral Researcher, University of GranadaZweryfikowany adres z ugr.es
John SucklingDepartment of Psychiatry, University of CambridgeZweryfikowany adres z cam.ac.uk
David López-GarcíaAndalusian Institute in Data Science and Artificial Intelligence. University of GranadaZweryfikowany adres z ugr.es
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHZweryfikowany adres z med.uni-muenchen.de
Nicolás J. Gallego-MolinaCommunications Engineering Department, University of MálagaZweryfikowany adres z ic.uma.es
Ignacio Rodríguez-RodríguezPostdoc researcher 'Ramón y Cajal'. PhD Computer Sciences - PhD TelecommunicationsZweryfikowany adres z ic.uma.es
Silvia SequeroDepartment of Oncology, San Cecilio University Hospital, Granada (Spain)Zweryfikowany adres z juntadeandalucia.es
José Ignacio Mateo TrujilloUniversidad de MálagaZweryfikowany adres z ic.uma.es
Patrícia FigueiredoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaZweryfikowany adres z tecnico.ulisboa.pt
Marco A. FormosoFPI Grant, Universidad de MálagaZweryfikowany adres z ic.uma.es

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Diego Castillo-Barnes

Posdoctoral researcher at University of Malaga (Spain)

Zweryfikowany adres z ic.uma.es

Clinical Data Analysis Machine Learning Signal Processing Biomedical Applications


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	233	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	129	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
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	62	2017
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	61	2018
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	46	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	34	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	34	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	21	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	20	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
International Work-Conference on the Interplay Between Natural and Artificial Computation FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ... Springer, 2017	16	2017
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

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