Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

Alzheimer's Disease and the Amyloid-β Peptide

(2017) M. Paul Murphy et al.   JOURNAL OF ALZHEIMERS DISEASE

Multifractal Analysis and Relevance Vector Machine-Based Automatic Seizure Detection in Intracranial EEG

(2015) Yanli Zhang et al.   International Journal of Neural Systems

Distributed One-Class Support Vector Machine

(2015) Enrique Castillo et al.   International Journal of Neural Systems

A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach

(2015) Francesco Carlo Morabito et al.   International Journal of Neural Systems

The relative importance of imaging markers for the prediction of Alzheimer's disease dementia in mild cognitive impairment — Beyond classical regression

(2015) Stefan J. Teipel et al.   NeuroImage-Clinical

Complexity of functional connectivity networks in mild cognitive impairment subjects during a working memory task

(2014) Mehran Ahmadlou et al.   CLINICAL NEUROPHYSIOLOGY

Automatic ROI Selection in Structural Brain MRI Using SOM 3D Projection

(2014) Andrés Ortiz et al.   PLoS One

LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease

(2013) Andrés Ortiz et al.   PATTERN RECOGNITION LETTERS

Wavelet Coherence Model for Diagnosis of Alzheimer Disease

(2012) Ziad Sankari et al.   CLINICAL EEG AND NEUROSCIENCE

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

THE S2-ENSEMBLE FUSION ALGORITHM

(2011) BRUNO BARUQUE et al.   International Journal of Neural Systems

Probabilistic neural networks for diagnosis of Alzheimer's disease using conventional and wavelet coherence

(2011) Ziad Sankari et al.   JOURNAL OF NEUROSCIENCE METHODS

Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI

(2011) Darya Chyzhyk et al.   NEUROCOMPUTING

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

(2011) F. Segovia et al.   NEUROCOMPUTING

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

(2011) Mikel Galar et al.   PATTERN RECOGNITION

Fractality and a Wavelet-chaos-Methodology for EEG-based Diagnosis of Alzheimer Disease

(2010) Mehran Ahmadlou et al.   ALZHEIMER DISEASE & ASSOCIATED DISORDERS

The Alzheimer's Disease Neuroimaging Initiative positron emission tomography core

(2010) William J. Jagust et al.   Alzheimers & Dementia

GMM based SPECT image classification for the diagnosis of Alzheimer’s disease

(2010) J.M. Górriz et al.   APPLIED SOFT COMPUTING

Intrahemispheric, interhemispheric, and distal EEG coherence in Alzheimer’s disease

(2010) Ziad Sankari et al.   CLINICAL NEUROPHYSIOLOGY

New diagnostic EEG markers of the Alzheimer’s disease using visibility graph

(2010) Mehran Ahmadlou et al.   JOURNAL OF NEURAL TRANSMISSION

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

(2010) M. López et al.   NEUROCOMPUTING

Head size, age and gender adjustment in MRI studies: a necessary nuisance?

(2010) Josephine Barnes et al.   NEUROIMAGE

Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation

(2010) Shuai Huang et al.   NEUROIMAGE

Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

(2010) Chris Hinrichs et al.   NEUROIMAGE

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

Discriminative deep belief networks for visual data classification

(2010) Yan Liu et al.   PATTERN RECOGNITION

A COMPARATIVE STUDY OF DATA SAMPLING TECHNIQUES FOR CONSTRUCTING NEURAL NETWORK ENSEMBLES

(2009) M. A. H. AKHAND et al.   International Journal of Neural Systems

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

(2009) Claudia Plant et al.   NEUROIMAGE

A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease

(2008) Hojjat Adeli et al.   NEUROSCIENCE LETTERS