Regular articleIdentifying incipient dementia individuals using machine learning and amyloid imaging
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open access
Keywords
Alzheimer's disease
Mild cognitive impairment
Prediction
Amyloid
Random forest
Random under sampling
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Data used in preparation of this article were obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigators within the ADNI contributed to the design and implementation of ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found at: http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf.
© 2017 The Author(s). Published by Elsevier Inc.