Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

Fully Automated Segmentation of the Pons and Midbrain Using Human T1 MR Brain Images

(2014) Salvatore Nigro et al.   PLoS One

Regions of interest computed by SVM wrapped method for Alzheimer’s disease examination from segmented MRI

(2014) Antonio R. Hidalgo-Muñoz et al.   Frontiers in Aging Neuroscience

Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy

(2013) C. Salvatore et al.   JOURNAL OF NEUROSCIENCE METHODS

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Toward defining the preclinical stages of Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Reisa A. Sperling et al.   Alzheimers & Dementia

The diagnosis of mild cognitive impairment due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Marilyn S. Albert et al.   Alzheimers & Dementia

Individual voxel-based subtype prediction can differentiate progressive supranuclear palsy from idiopathic parkinson syndrome and healthy controls

(2011) Niels K. Focke et al.   HUMAN BRAIN MAPPING

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

(2010) M. López et al.   NEUROCOMPUTING

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

Rate of progression of mild cognitive impairment to dementia - meta-analysis of 41 robust inception cohort studies

(2009) A. J. Mitchell et al.   ACTA PSYCHIATRICA SCANDINAVICA

Neural correlates of Alzheimer's disease and mild cognitive impairment: A systematic and quantitative meta-analysis involving 1351 patients

(2009) Matthias L. Schroeter et al.   NEUROIMAGE

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

(2009) Emilie Gerardin et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Clock drawing performance and brain morphology in mild cognitive impairment and Alzheimer’s disease

(2008) Philipp A. Thomann et al.   BRAIN AND COGNITION

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

The cerebellum in mild cognitive impairment and Alzheimer’s disease – A structural MRI study

(2008) Philipp A. Thomann et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Multivariate and univariate neuroimaging biomarkers of Alzheimer's disease

(2008) Christian Habeck et al.   NEUROIMAGE

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

(2006) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING