Diego Castillo-Barnes

Diego Castillo-Barnes

Universidad de Granada - Granada / Spain
Engineering & Technology / Computer Science
AD Scientific Index ID: 4453478
University of Granada
person_outline Diego Castillo-Barnes's MOST POPULAR ARTICLES
1-) Studying the manifold structure of Alzheimer\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\'s disease: a deep learning approach using convolutional autoencodersFJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-BarnesIEEE journal of biomedical and health informatics 24 (1), 17-26, 20191092019
2-) Computational approaches to explainable artificial intelligence: advances in theory, applications and trendsJM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ...Information Fusion 100, 101945, 2023882023
3-) Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squaresJ Ramírez, JM Górriz, A Ortiz, FJ Martínez-Murcia, F Segovia, ...Journal of neuroscience methods 302, 47-57, 2018822018
4-) Robust ensemble classification methodology for I123-Ioflupane SPECT images and multiple heterogeneous biomarkers in the diagnosis of Parkinson\'s diseaseD Castillo-Barnes, J Ramírez, F Segovia, FJ Martínez-Murcia, ...Frontiers in Neuroinformatics 12, 53, 2018612018
5-) A 3D convolutional neural network approach for the diagnosis of Parkinson’s diseaseFJ Martinez-Murcia, A Ortiz, JM Górriz, J Ramírez, F Segovia, ...Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017602017