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Machine learning approaches to predicting amyloid status using data from an online research and recruitment registry: The Brain Health Registry

INTRODUCTION: This study investigated the extent to which subjective and objective data from an online registry can be analyzed using machine learning methodologies to predict the current brain amyloid beta (Aβ) status of registry participants. METHODS: We developed and optimized machine learning mo...

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Vydáno v:Alzheimers Dement (Amst)
Hlavní autoři: Albright, Jack, Ashford, Miriam T., Jin, Chengshi, Neuhaus, John, Rabinovici, Gil D., Truran, Diana, Maruff, Paul, Mackin, R. Scott, Nosheny, Rachel L., Weiner, Michael W.
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley and Sons Inc. 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8190559/
https://ncbi.nlm.nih.gov/pubmed/34136635
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/dad2.12207
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