I. Álvarez

Best Publications

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

  J. RamíRez;J. M. GóRriz;D. Salas-Gonzalez;A. Romero

  223
  Citations

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

  P. Padilla;M. Lopez;J. M. Gorriz;J. Ramirez

  215
  Citations

• 18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

  I. A. Illán;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  192
  Citations

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

  M. López;J. Ramírez;J. M. Górriz;I. Álvarez

  191
  Citations

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

  Unknown

  174
  Citations

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

  R. Chaves;J. Ramírez;J.M. Górriz;M. López

  168
  Citations

• SVM-based CAD System for Early Detection of the Alzheimer's Disease Using Kernel PCA and LDA

  M.M. López;J. Ramírez;J.M. Górriz;I. Álvarez

  139
  Citations

• Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

  J. Ramírez;J.M. Górriz;F. Segovia;R. Chaves

  138
  Citations

• Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging.

  I. A. Illán;J. M. Górriz;J. Ramírez;F. Segovia

  121
  Citations

• Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules

  M. López;J. Ramírez;J.M. Górriz;D. Salas-Gonzalez

  118
  Citations

• Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines

  I. Álvarez;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  115
  Citations

• Alzheimer's diagnosis using eigenbrains and support vector machines

  I. Álvarez;J.M. Górriz;J. Ramírez;D. Salas-Gonzalez

  114
  Citations

• Digital image analysis for automatic enumeration of malaria parasites using morphological operations

  J.E. Arco;J.M. Górriz;J. Ramírez;I. Álvarez

  109
  Citations

• Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support.

  Laila Khedher;Ignacio A Illán;Juan M Górriz;Javier Ramírez

  97
  Citations

• Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

  D. Salas-Gonzalez;J. M. Górriz;J. Ramírez;I. A. Illán

  90
  Citations

• A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database

  F. Segovia;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  84
  Citations

• Computer aided diagnosis of Alzheimer's disease using component based SVM

  I. A. Illán;J. M. Górriz;M. M. López;J. Ramírez

  83
  Citations

• Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees

  D Salas-Gonzalez;J M Górriz;J Ramírez;M López

  81
  Citations

• Improved parkinsonism diagnosis using a partial least squares based approach.

  F. Segovia;J. M. Górriz;J. Ramírez;I. Álvarez

  80
  Citations

• Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease

  A. Rojas;J. M. GóRriz;J. RamíRez;I. A. IlláN

  80
  Citations