An automated machine learning approach to predict brain age from cortical anatomical measures

The use of machine learning (ML) algorithms has significantly increased in neuroscience. However, from the vast extent of possible ML algorithms, which one is the optimal model to predict the target variable? What are the hyperparameters for such a model? Given the plethora of possible answers to th...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Hum Brain Mapp
Main Authors: Dafflon, Jessica, Pinaya, Walter H. L., Turkheimer, Federico, Cole, James H., Leech, Robert, Harris, Mathew A., Cox, Simon R., Whalley, Heather C., McIntosh, Andrew M., Hellyer, Peter J.
Format: Artigo
Jezik:Inglês
Izdano: John Wiley & Sons, Inc. 2020
Teme:
Research Articles
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7416036/
https://ncbi.nlm.nih.gov/pubmed/32415917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.25028
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