Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction

In neuroimaging, the difference between chronological age and predicted brain age, also known as brain age delta, has been proposed as a pathology marker linked to a range of phenotypes. Brain age delta is estimated using regression, which involves a frequently observed bias due to a negative correl...

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Detalles Bibliográficos
Autores principales: Treder, Matthias S., Shock, Jonathan P., Stein, Dan J., du Plessis, Stéfan, Seedat, Soraya, Tsvetanov, Kamen A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Psychiatry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7930839/
https://www.ncbi.nlm.nih.gov/pubmed/33679476
http://dx.doi.org/10.3389/fpsyt.2021.615754

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7930839/
https://www.ncbi.nlm.nih.gov/pubmed/33679476
http://dx.doi.org/10.3389/fpsyt.2021.615754

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