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Mind the gap: Performance metric evaluation in brain‐age prediction

Estimating age based on neuroimaging‐derived data has become a popular approach to developing markers for brain integrity and health. While a variety of machine‐learning algorithms can provide accurate predictions of age based on brain characteristics, there is significant variation in model accurac...

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Detalles Bibliográficos
Autores principales: de Lange, Ann‐Marie G., Anatürk, Melis, Rokicki, Jaroslav, Han, Laura K. M., Franke, Katja, Alnæs, Dag, Ebmeier, Klaus P., Draganski, Bogdan, Kaufmann, Tobias, Westlye, Lars T., Hahn, Tim, Cole, James H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188975/
https://www.ncbi.nlm.nih.gov/pubmed/35312210
http://dx.doi.org/10.1002/hbm.25837