I. Álvarez

NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

Pablo Padilla, M. López, J. M. Górriz et al. · IEEE Transactions on Medical Imaging · 2011 · 167 citations

Engineering, Feature Extraction, Nonnegative Matrix Factorization +24

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 · 164 citations · Full text

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

M. López, J. M. Górriz, I. Álvarez et al. · Neurocomputing · 2010 · 161 citations

Neuroimaging Biomarkers, Alzheimer's Disease, Pattern Recognition +12

Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features

J. M. Górriz, D. Salas-González, Alfonso E. Romero et al. · Information Sciences · 2009 · 148 citations · Full text

SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

R. Chaves, J. M. Górriz, M. López et al. · Neuroscience Letters · 2009 · 137 citations

Neuroimaging Biomarkers, Alzheimer's Disease, Dementia +11