Diego Castillo-Barnes
Diego Castillo-Barnes
PhD Student at University of Granada
Dirección de correo verificada de ugr.es
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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
262018
A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease
FJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ...
International Work-Conference on the Interplay Between Natural and …, 2017
162017
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
132018
A semi-supervised learning approach for model selection based on class-hypothesis testing
JM Gorriz, J Ramirez, J Suckling, FJ Martínez-Murcia, IA Illan, F Segovia, ...
Expert Systems with Applications 90, 40-49, 2017
112017
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, 2019
82019
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
82017
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, ...
The 13th International Conference on Soft Computing Models in Industrial and …, 2018
7*2018
Evaluating alzheimer’s disease diagnosis using texture analysis
FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, ...
Annual Conference on Medical Image Understanding and Analysis, 470-481, 2017
62017
Automatic separation of Parkinsonian patients and control subjects based on the striatal morphology
F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes, ...
International Work-Conference on the Interplay Between Natural and …, 2017
52017
Periodogram connectivity of eeg signals for the detection of dyslexia
FJ Martínez-Murcia, A Ortiz, R Morales-Ortega, PJ López, JL Luque, ...
International Work-Conference on the Interplay Between Natural and …, 2019
42019
Assessing mild cognitive impairment progression using a spherical brain mapping of magnetic resonance imaging
FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, ...
Journal of Alzheimer's Disease 65 (3), 713-729, 2018
32018
On a heavy-tailed intensity normalization of the Parkinson’s progression markers initiative brain database
D Castillo-Barnes, C Arenas, F Segovia, FJ Martínez-Murcia, IA Illán, ...
International Work-Conference on the Interplay Between Natural and …, 2017
22017
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology
F Segovia, JM Gorriz Sáez, J Ramírez Pérez De Inestrosa, ...
World Scientific Publishing Company, 2019
12019
[123I] FP-CIT SPECT brain imaging for Parkinson’s diagnosis using contour lines
M Molina-Molina, D Castillo-Barnes, FJ Martínez-Murcia, F Segovia, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
12018
Analysis of I [123]-Ioflupane SPECT intensity iso-surfaces to assist the diagnosis of Parkinsonism
D Castillo-Barnes, D Salas-Gonzalez, J Ramírez, FJ Martínez-Murcia, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
12018
Classification improvement for Parkinson’s disease diagnosis using the gradient magnitude in DaTSCAN SPECT images
D Castillo-Barnes, F Segovia, FJ Martinez-Murcia, D Salas-Gonzalez, ...
The 13th International Conference on Soft Computing Models in Industrial and …, 2018
12018
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI
D Castillo-Barnes, I Peis, FJ Martínez-Murcia, F Segovia, IA Illán, ...
Frontiers in neuroinformatics 11, 66, 2017
12017
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, 2020
2020
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
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, 2020
2020
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20