The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks

In brain imaging research, it is becoming standard practice to remove the face from the individual’s 3D structural MRI scan to ensure data privacy standards are met. Face removal - or ‘defacing’ - is being advocated for large, multi-site studies where data is transferred across geographically divers...

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Detalles Bibliográficos
Autores principales: Cali, Ryan J., Bhatt, Ravi R., Thomopoulos, Sophia I., Gadewar, Shruti, Gari, Iyad Ba, Chattopadhyay, Tamoghna, Jahanshad, Neda, Thompson, Paul M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168305/
https://www.ncbi.nlm.nih.gov/pubmed/37163066
http://dx.doi.org/10.1101/2023.04.28.538724

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168305/
https://www.ncbi.nlm.nih.gov/pubmed/37163066
http://dx.doi.org/10.1101/2023.04.28.538724

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