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

How early can we predict Alzheimer's disease using computational anatomy?

(2013) Stanisław Adaszewski et al.   NEUROBIOLOGY OF AGING

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

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

Predicting Cognitive Decline in Subjects at Risk for Alzheimer Disease by Using Combined Cerebrospinal Fluid, MR Imaging, and PET Biomarkers

(2012) Jennifer L. Shaffer et al.   RADIOLOGY

Alzheimer’s disease markers from structural MRI and FDG-PET brain images

(2012) Andrea Chincarini et al.   European Physical Journal Plus

The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception

(2011) Michael W. Weiner et al.   Alzheimers & Dementia

Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease

(2011) Andrea Chincarini 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

Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data

(2011) Youngsang Cho et al.   NEUROIMAGE

Diagnostic neuroimaging across diseases

(2011) Stefan Klöppel et al.   NEUROIMAGE

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

High Dimensional Classification of Structural MRI Alzheimer?s Disease Data Based on Large Scale Regularization

(2011) Ramon Casanova et al.   Frontiers in Neuroinformatics

Longitudinal MRI atrophy biomarkers: Relationship to conversion in the ADNI cohort

(2010) Shannon L. Risacher et al.   NEUROBIOLOGY OF AGING

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performance

(2010) Michael Ewers et al.   NEUROBIOLOGY OF AGING

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

(2010) Cynthia M. Stonnington 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

Accelerating regional atrophy rates in the progression from normal aging to Alzheimer’s disease

(2009) Jasper D. Sluimer et al.   EUROPEAN RADIOLOGY

Volume changes in Alzheimer’s disease and mild cognitive impairment: cognitive associations

(2009) Matthew C. Evans et al.   EUROPEAN RADIOLOGY

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

(2009) Christine Ecker et al.   NEUROIMAGE

MRI and CSF biomarkers in normal, MCI, and AD subjects: Diagnostic discrimination and cognitive correlations

(2009) P. Vemuri et al.   NEUROLOGY

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino 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 quantitative evaluation of cross-participant registration techniques for MRI studies of the medial temporal lobe☆

(2008) M YASSA et al.   NEUROIMAGE

Whole-Brain Atrophy Rate and Cognitive Decline: Longitudinal MR Study of Memory Clinic Patients

(2008) Jasper D. Sluimer et al.   RADIOLOGY

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

(2007) Yong Fan et al.   NEUROIMAGE

Construction of a 3D probabilistic atlas of human cortical structures

(2007) David W. Shattuck et al.   NEUROIMAGE