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

MRI visual rating scales in the diagnosis of dementia: evaluation in 184 post-mortem confirmed cases

(2016) Lorna Harper et al.   BRAIN

Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering

(2015) Jui-Sheng Chou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images

(2015) L. Khedher et al.   NEUROCOMPUTING

Comparison of PCA approaches for very large group ICA

(2015) Vince D. Calhoun et al.   NEUROIMAGE

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

(2015) Esther E. Bron et al.   NEUROIMAGE

Multivariate Pattern Recognition for Diagnosis and Prognosis in Clinical Neuroimaging: State of the Art, Current Challenges and Future Trends

(2014) Sven Haller et al.   BRAIN TOPOGRAPHY

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

(2014) Mehran Ahmadlou et al.   CLINICAL NEUROPHYSIOLOGY

Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's Disease

(2014) Alessandra Retico et al.   JOURNAL OF NEUROIMAGING

Clinical Prediction from Structural Brain MRI Scans: A Large-Scale Empirical Study

(2014) Mert R. Sabuncu et al.   NEUROINFORMATICS

Prognostic classification of mild cognitive impairment and Alzheimer׳s disease: MRI independent component analysis

(2014) Auriel A. Willette et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Striatal morphology in early-onset and late-onset Alzheimer's disease: a preliminary study

(2013) Michela Pievani et al.   NEUROBIOLOGY OF AGING

Wavelet Coherence Model for Diagnosis of Alzheimer Disease

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

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

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

Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)

(2011) Roman Filipovych et al.   NEUROIMAGE

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

(2011) Carlton Chu et al.   NEUROIMAGE

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

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

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

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

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer’s disease

(2010) I. Álvarez Illán et al.   PATTERN RECOGNITION LETTERS

Alzheimer's diagnosis using eigenbrains and support vector machines

(2009) I. Álvarez et al.   ELECTRONICS LETTERS

Symmetry, probability, and recognition in face space

(2009) L. Sirovich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection

(2008) S. Ghosh-Dastidar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multicenter Standardized 18F-FDG PET Diagnosis of Mild Cognitive Impairment, Alzheimer's Disease, and Other Dementias

(2008) L. Mosconi et al.   JOURNAL OF NUCLEAR MEDICINE

Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study

(2008) Yong Fan et al.   NEUROIMAGE

Joint source based morphometry identifies linked gray and white matter group differences

(2008) Lai Xu et al.   NEUROIMAGE

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

(2008) C MISRA et al.   NEUROIMAGE

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

(2008) Hojjat Adeli et al.   NEUROSCIENCE LETTERS

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

(2007) Yong Fan et al.   NEUROIMAGE

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

(2006) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING