Diego Castillo-Barnés

Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders

Francisco J. Martínez-Murcia, Andrés Ortíz, J. M. Górriz et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 250 citations · Full text

Medicine, Computer Science, Neuroscience +17

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

J. M. Górriz, I. Álvarez, Agustín Álvarez-Marquina et al. · Information Fusion · 2023 · 193 citations · Full text

Computing, Computer Science, Neuroscience +11

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. M. Górriz, Andrés Ortíz, Francisco J. Martínez-Murcia et al. · Journal of Neuroscience Methods · 2017 · 80 citations · Full text

Computing, Computer Science, Neuroscience +16

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease

Diego Castillo-Barnés, Javier Ramı́rez, F. Segovia et al. · Frontiers in Neuroinformatics · 2018 · 54 citations · Full text

Computing, Neurology, Neuroscience +17

Optimized One vs One Approach in Multiclass Classification for Early Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis

C. Jiménez-Mesa, I. Álvarez, Alberto Martín‐Martín et al. · IEEE Access · 2020 · 41 citations · Full text

Medicine, Computer Science, Neurology +16