Predicting Brain Age at Slice Level: Convolutional Neural Networks and Consequences for Interpretability

Problem: Chronological aging in later life is associated with brain degeneration processes and increased risk for disease such as stroke and dementia. With a worldwide tendency of aging populations and increased longevity, mental health, and psychiatric research have paid increasing attention to und...

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Detalles Bibliográficos
Autores principales: Ballester, Pedro L., da Silva, Laura Tomaz, Marcon, Matheus, Esper, Nathalia Bianchini, Frey, Benicio N., Buchweitz, Augusto, Meneguzzi, Felipe
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/PMC7949912/
https://www.ncbi.nlm.nih.gov/pubmed/33716814
http://dx.doi.org/10.3389/fpsyt.2021.598518

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7949912/
https://www.ncbi.nlm.nih.gov/pubmed/33716814
http://dx.doi.org/10.3389/fpsyt.2021.598518

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