A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction

In neuroimaging, the difference between predicted brain age and chronological age, known as brain age delta, has shown its potential as a biomarker related to various pathological phenotypes. There is a frequently observed bias when estimating brain age delta using regression models. This bias manif...

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Detalles Bibliográficos
Autores principales: Wang, Hanzhi, Treder, Matthias S., Marshall, David, Jones, Derek K., Li, Yuhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615262/
https://www.ncbi.nlm.nih.gov/pubmed/37015392
http://dx.doi.org/10.1109/TMI.2022.3231730

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615262/
https://www.ncbi.nlm.nih.gov/pubmed/37015392
http://dx.doi.org/10.1109/TMI.2022.3231730

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