Diego Castillo Barnés

Categoría

Doctor

Contacto

diegoc@ugr7c4v2bhcxS.es

Organismo

UGR

Researcher Profile

Total Desde 2017:
Citas Total: 386 Desde 2017: 386
Índice H Total: 11 Desde 2017: 11
Índice i10 Total: 11 Desde 2017: 11

Publicaciones (46)

Título Autores Año
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, .... 2022
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images JA Simón-Rodríguez, FJ Martinez-Murcia, J Ramírez, D Castillo-Barnes, .... 2022
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test C Jiménez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, .... 2022
Quantifying Inter-hemispheric Differences in Parkinson’s Disease Using Siamese Networks JE Arco, A Ortiz, D Castillo-Barnes, JM Górriz, J Ramírez. 2022
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease D Castillo-Barnes, JE Arco, C Jimenez-Mesa, J Ramirez, JM Górriz, .... 2022
CAD System for Parkinson’s Disease with Penalization of Non-significant or High-Variability Input Data Sources D Castillo-Barnes, J Merino-Chica, R Garcia-Diaz, C Jimenez-Mesa, .... 2022
Analyzing Statistical Inference Maps Using MRI Images for Parkinson’s Disease C Jimenez-Mesa, D Castillo-Barnes, JE Arco, F Segovia, J Ramirez, .... 2022
Caracterización de imágenes cerebrales mediante distribuciones alfa-estables e isosuperficies. Combinación de marcadores heterogéneos D Castillo Barnes. 2021
P53. 01 Clinical Application of NGS Technology. Therapeutic Possibilities and Future Perspectives S Sequero-Lopez, A Segura, I García-Pérez, L Gálvez-Carvajal, .... 2021
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning D Castillo-Barnes, L Su, J Ramírez, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Optimized One vs One approach in multiclass classification for early Alzheimer’s Disease and Mild Cognitive Impairment diagnosis C Jiménez-Mesa, IA Illan, A Martín-Martín, D Castillo-Barnes, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
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, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Expectation-Maximization algorithm for finite mixture of α-stable distributions D Castillo-Barnes, FJ Martinez-Murcia, J Ramírez, JM Górriz, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Expectation–Maximization algorithm for finite mixture of α-stable distributions D Castillo-Barnes, FJ Martinez-Murcia, J Ramírez, JM Górriz, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson'S Disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
896P Analysis of DLBCL genetic databases using machine learning SS Lopez, J Guarino, D Castillo-Barnes, JMJ García, J Ramirez, .... 2020
Analysis of DLBCL genetic databases using machine learning: 896P SS Lopez, J Guarino, D Castillo-Barnes, JJ García, J Ramirez, .... 2020
Copy number alterations in 9q are linked to prognosis in cutaneous melanoma: 1129P JJ García, SS Lopez, D Castillo-Barnes. 2020
1129P Copy number alterations in 9q are linked to prognosis in cutaneous melanoma JMJ García, SS Lopez, D Castillo-Barnes. 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Morphological characterization of functional brain imaging by isosurface analysis in Parkinson’s disease D Castillo-Barnes, FJ Martinez-Murcia, A Ortiz, D Salas-Gonzalez, .... 2020
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia FJ Martínez-Murcia, A Ortiz, R Morales-Ortega, PJ López, JL Luque, .... 2019
Support Vector Machine Failure in Imbalanced Datasets IA Illan, JM Górriz, J Ramirez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2019
Comparison Between Affine and Non-affine Transformations Applied to I-FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis D Castillo-Barnes, FJ Martinez-Murcia, F Segovia, IA Illán, .... 2019
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. 2019
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes. 2019
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology F Segovia, JM Gorriz Sáez, J Ramírez Pérez De Inestrosa, .... 2019
Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers J Rodrguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, .... 2019
Statistical Agnostic Mapping: A Framework In Neuroimaging Based On Concentration Inequalities JM Gorriz, S Group. 2019
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, .... 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, .... 2018
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, .... 2018
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, .... 2018
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, .... 2018
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach F Segovia, JM Górriz, J Ramírez, FJ Martínez-Murcia, D Castillo-Barnes, .... 2018
A Deep Decomposition of MRI to Explore Neurodegeneration in Alzheimer’s Disease FJ Martínez-Murcia, JM Górriz, J Ramírez, D Castillo-Barnes, F Segovia, .... 2018
[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
Segmentation of Molecular Neuroimages Using Hidden Markov Random Fields in Order to Improve the Assisted Diagnosis of Neurodegenerative Diseases JM Górriz, JA Gómez, J Ramírez, FJ Martinez-Murcia, D Castillo-Barnes, .... 2018
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
Improved separation of Alzheimer’s disease and related disorders using dual-point amyloid-PET F Segovia, JM Górriz, J Ramírez, D Castillo-Barnes, FJ Martinez-Murcia, .... 2018
Ensemble classification of heterogeneous biomarkers in the diagnosis of Parkinsonism D Castillo-Barnes, J Ramírez, FJ Martínez-Murcia, F Segovia, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 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, .... 2018
P3. 17-16 Adenocarcinoma or Epidermoid? The Importance of the Histological Subdivision S Sequero, J Jurado-Garcia, M Perez-Garcia, D Castillo-Barnes. 2018
Adenocarcinoma or Epidermoid? The Importance of the Histological Subdivision: P3. 17-16 S Sequero, J Jurado-Garcia, M Perez-Garcia, D Castillo-Barnes. 2018
Stage III: Analysis to Assist in the Decision of Surgery Against Quimio-Radiotherapy: P3. 17-17 S Sequero, J Jurado-Garcia, M Perez-Garcia, D Castillo-Barnes. 2018
P3. 17-17 Stage III: Analysis to Assist in the Decision of Surgery Against Quimio-Radiotherapy S Sequero, J Jurado-Garcia, M Perez-Garcia, D Castillo-Barnes. 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, .... 2017
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, .... 2017
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, .... 2017
Evaluating Alzheimer’s disease diagnosis using texture analysis FJ Martinez-Murcia, JM Górriz, J Ramírez, F Segovia, D Salas-Gonzalez, .... 2017
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, .... 2017
On a heavy-tailed intensity normalization of the Parkinson’s Progression Markers Initiative brain database D Castillo-Barnes, C Argal, F Segovia, FJ Martınez-Murcia, IA Illán, .... 2017
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, .... 2017

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