Published in Neuroimage on October 29, 2013
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Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models. Neuroimage (2012) 2.11
Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease. Neuroimage (2010) 1.94
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A blood-based screening tool for Alzheimer's disease that spans serum and plasma: findings from TARC and ADNI. PLoS One (2011) 1.55
Multivariate protein signatures of pre-clinical Alzheimer's disease in the Alzheimer's disease neuroimaging initiative (ADNI) plasma proteome dataset. PLoS One (2012) 1.51
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Identification of a 5-protein biomarker molecular signature for predicting Alzheimer's disease. PLoS One (2008) 1.31
Hierarchical anatomical brain networks for MCI prediction: revisiting volumetric measures. PLoS One (2011) 1.09
Combination analysis of neuropsychological tests and structural MRI measures in differentiating AD, MCI and control groups--the AddNeuroMed study. Neurobiol Aging (2009) 1.09
Decreased brain levels of 2',3'-cyclic nucleotide-3'-phosphodiesterase in Down syndrome and Alzheimer's disease. Neurobiol Aging (2001) 0.97
Independent component analysis-based classification of Alzheimer's disease MRI data. J Alzheimers Dis (2011) 0.96
Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression. AMIA Annu Symp Proc (2011) 0.86
Feature selection and classification of imbalanced datasets: application to PET images of children with autistic spectrum disorders. Neuroimage (2011) 0.84
Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects. Ann Neurol (2009) 14.42
Common variants at ABCA7, MS4A6A/MS4A4E, EPHA1, CD33 and CD2AP are associated with Alzheimer's disease. Nat Genet (2011) 9.23
Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease. Brain (2009) 7.20
Episodic memory loss is related to hippocampal-mediated beta-amyloid deposition in elderly subjects. Brain (2008) 6.29
Comparing predictors of conversion and decline in mild cognitive impairment. Neurology (2010) 5.69
Diagnosis-independent Alzheimer disease biomarker signature in cognitively normal elderly people. Arch Neurol (2010) 5.53
Multimodal classification of Alzheimer's disease and mild cognitive impairment. Neuroimage (2011) 5.24
Protective variant for hippocampal atrophy identified by whole exome sequencing. Ann Neurol (2015) 5.10
MRI of hippocampal volume loss in early Alzheimer's disease in relation to ApoE genotype and biomarkers. Brain (2009) 4.51
Brain beta-amyloid measures and magnetic resonance imaging atrophy both predict time-to-progression from mild cognitive impairment to Alzheimer's disease. Brain (2010) 4.39
Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database. Neuroimage (2010) 4.28
Relationships between biomarkers in aging and dementia. Neurology (2009) 4.16
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage (2007) 4.07
Associations between cognitive, functional, and FDG-PET measures of decline in AD and MCI. Neurobiol Aging (2009) 3.97
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Identification of common variants associated with human hippocampal and intracranial volumes. Nat Genet (2012) 3.73
MRI and CSF biomarkers in normal, MCI, and AD subjects: predicting future clinical change. Neurology (2009) 3.72
Plasma multianalyte profiling in mild cognitive impairment and Alzheimer disease. Neurology (2012) 3.58
Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. Neuroimage (2011) 3.47
Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: an MRI study of 676 AD, MCI, and normal subjects. Neuroimage (2008) 3.40
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Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort. Neuroimage (2010) 3.27
Fast and robust multi-atlas segmentation of brain magnetic resonance images. Neuroimage (2009) 3.13
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Update on the magnetic resonance imaging core of the Alzheimer's disease neuroimaging initiative. Alzheimers Dement (2010) 2.88
Hippocampal atrophy as a quantitative trait in a genome-wide association study identifying novel susceptibility genes for Alzheimer's disease. PLoS One (2009) 2.85
Amyloid deposition, hypometabolism, and longitudinal cognitive decline. Ann Neurol (2012) 2.84
Evidence for ordering of Alzheimer disease biomarkers. Arch Neurol (2011) 2.83
MRI and CSF biomarkers in normal, MCI, and AD subjects: diagnostic discrimination and cognitive correlations. Neurology (2009) 2.83
Categorical and correlational analyses of baseline fluorodeoxyglucose positron emission tomography images from the Alzheimer's Disease Neuroimaging Initiative (ADNI). Neuroimage (2009) 2.80
Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims, progress, and plans. Alzheimers Dement (2010) 2.79
Voxelwise genome-wide association study (vGWAS). Neuroimage (2010) 2.69
Update on the biomarker core of the Alzheimer's Disease Neuroimaging Initiative subjects. Alzheimers Dement (2010) 2.68
Combining MR imaging, positron-emission tomography, and CSF biomarkers in the diagnosis and prognosis of Alzheimer disease. AJNR Am J Neuroradiol (2010) 2.61
Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease. Brain (2009) 2.61
Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve. Brain (2009) 2.51
Longitudinal change of biomarkers in cognitive decline. Arch Neurol (2011) 2.51
Bias in tensor based morphometry Stat-ROI measures may result in unrealistic power estimates. Neuroimage (2011) 2.50
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset. Neuroimage (2009) 2.47
Automatic quality assessment in structural brain magnetic resonance imaging. Magn Reson Med (2009) 2.43
Qualification of the analytical and clinical performance of CSF biomarker analyses in ADNI. Acta Neuropathol (2011) 2.41
3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry. Neuroimage (2008) 2.40
Subregional neuroanatomical change as a biomarker for Alzheimer's disease. Proc Natl Acad Sci U S A (2009) 2.37
Automated cross-sectional and longitudinal hippocampal volume measurement in mild cognitive impairment and Alzheimer's disease. Neuroimage (2010) 2.32
The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception. Alzheimers Dement (2013) 2.32
Multi-modal imaging predicts memory performance in normal aging and cognitive decline. Neurobiol Aging (2008) 2.31
Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls. Neuroimage (2008) 2.30
Ventricular enlargement as a possible measure of Alzheimer's disease progression validated using the Alzheimer's disease neuroimaging initiative database. Brain (2008) 2.28
Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: an ADNI study of 515 subjects. Neuroimage (2009) 2.28
Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls. Hum Brain Mapp (2009) 2.28
Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach. Neuroimage (2010) 2.27
Automated mapping of hippocampal atrophy in 1-year repeat MRI data from 490 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls. Neuroimage (2008) 2.25
Structural MRI biomarkers for preclinical and mild Alzheimer's disease. Hum Brain Mapp (2009) 2.24
Bias in estimation of hippocampal atrophy using deformation-based morphometry arises from asymmetric global normalization: an illustration in ADNI 3 T MRI data. Neuroimage (2009) 2.22
Serial MRI and CSF biomarkers in normal aging, MCI, and AD. Neurology (2010) 2.20
Regional rates of neocortical atrophy from normal aging to early Alzheimer disease. Neurology (2009) 2.18
CSF biomarkers in prediction of cerebral and clinical change in mild cognitive impairment and Alzheimer's disease. J Neurosci (2010) 2.18
Effect of apolipoprotein E on biomarkers of amyloid load and neuronal pathology in Alzheimer disease. Ann Neurol (2010) 2.16
Boosting power for clinical trials using classifiers based on multiple biomarkers. Neurobiol Aging (2010) 2.13
A commonly carried allele of the obesity-related FTO gene is associated with reduced brain volume in the healthy elderly. Proc Natl Acad Sci U S A (2010) 2.12
Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models. Neuroimage (2012) 2.11
LEAP: learning embeddings for atlas propagation. Neuroimage (2009) 2.09
The Alzheimer's Disease Neuroimaging Initiative: Annual change in biomarkers and clinical outcomes. Alzheimers Dement (2010) 2.09
MRI cortical thickness biomarker predicts AD-like CSF and cognitive decline in normal adults. Neurology (2011) 2.08
Alzheimer's disease neuroimaging initiative: a one-year follow up study using tensor-based morphometry correlating degenerative rates, biomarkers and cognition. Neuroimage (2009) 2.03
Amyloid and APOE ε4 interact to influence short-term decline in preclinical Alzheimer disease. Neurology (2014) 2.03
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging. Neuroimage (2009) 1.95
Utility of combinations of biomarkers, cognitive markers, and risk factors to predict conversion from mild cognitive impairment to Alzheimer disease in patients in the Alzheimer's disease neuroimaging initiative. Arch Gen Psychiatry (2011) 1.94
Longitudinal changes in white matter disease and cognition in the first year of the Alzheimer disease neuroimaging initiative. Arch Neurol (2010) 1.94
Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease. Neuroimage (2010) 1.94
Genome-wide association study of Alzheimer's disease. Transl Psychiatry (2012) 1.88
Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: exploring the influence of various parameters. Neuroimage (2010) 1.87
Hippocampal atrophy rates and CSF biomarkers in elderly APOE2 normal subjects. Neurology (2010) 1.86
Ensemble sparse classification of Alzheimer's disease. Neuroimage (2012) 1.84
Nonlinear registration of longitudinal images and measurement of change in regions of interest. Med Image Anal (2011) 1.82
Brain atrophy in healthy aging is related to CSF levels of Aβ1-42. Cereb Cortex (2010) 1.79
The dynamics of cortical and hippocampal atrophy in Alzheimer disease. Arch Neurol (2011) 1.79
Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease. PLoS One (2011) 1.79
Unbiased tensor-based morphometry: improved robustness and sample size estimates for Alzheimer's disease clinical trials. Neuroimage (2012) 1.76
Treatment with cholinesterase inhibitors and memantine of patients in the Alzheimer's Disease Neuroimaging Initiative. Arch Neurol (2011) 1.75
Abnormal cortical networks in mild cognitive impairment and Alzheimer's disease. PLoS Comput Biol (2010) 1.72
BEaST: brain extraction based on nonlocal segmentation technique. Neuroimage (2011) 1.72
Regional shape abnormalities in mild cognitive impairment and Alzheimer's disease. Neuroimage (2009) 1.71
Robust atrophy rate measurement in Alzheimer's disease using multi-site serial MRI: tissue-specific intensity normalization and parameter selection. Neuroimage (2009) 1.71
Random forest-based similarity measures for multi-modal classification of Alzheimer's disease. Neuroimage (2012) 1.71
3D PIB and CSF biomarker associations with hippocampal atrophy in ADNI subjects. Neurobiol Aging (2010) 1.70
Mapping Alzheimer's disease progression in 1309 MRI scans: power estimates for different inter-scan intervals. Neuroimage (2010) 1.69
Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort. Bioinformatics (2011) 1.69
Apolipoprotein E (APOE) genotype has dissociable effects on memory and attentional-executive network function in Alzheimer's disease. Proc Natl Acad Sci U S A (2010) 1.68
Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data. Neuroimage (2012) 1.66
Identification of conversion from mild cognitive impairment to Alzheimer's disease using multivariate predictors. PLoS One (2011) 1.66
Selective disruption of the cerebral neocortex in Alzheimer's disease. PLoS One (2010) 1.65
Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI. Hippocampus (2009) 1.65
Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation. Neuroimage (2010) 1.65
Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images. Neuroimage (2011) 1.64
Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers. PLoS One (2012) 1.64
Comparing positron emission tomography imaging and cerebrospinal fluid measurements of β-amyloid. Ann Neurol (2013) 1.63