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SCIENTIFIC REPORTS (2016)
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Inna Tishchenko et al.
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Kaori Ito et al.
ALZHEIMERS & DEMENTIA (2011)
The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception
Michael W. Weiner et al.
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Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population
Chris Hinrichs et al.
NEUROIMAGE (2011)
The Coalition Against Major Diseases: Developing Tools for an Integrated Drug Development Process for Alzheimer's and Parkinson's Diseases
K. Romero et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2009)
Baseline MRI Predictors of Conversion from MCI to Probable AD in the ADNI Cohort
Shannon L. Risacher et al.
CURRENT ALZHEIMER RESEARCH (2009)
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Jared F. Benge et al.
DEMENTIA AND GERIATRIC COGNITIVE DISORDERS (2009)
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Wayne R. Kubick et al.
DRUG INFORMATION JOURNAL (2007)