Functional connectome fingerprinting using shallow feedforward neural networks

Although individual subjects can be identified with high accuracy using correlation matrices computed from resting-state functional MRI (rsfMRI) data, the performance significantly degrades as the scan duration is decreased. Recurrent neural networks can achieve high accuracy with short-duration (72...

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Detalles Bibliográficos
Autores principales: Sarar, Gokce, Rao, Bhaskar, Liu, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
Materias:
Biological Sciences
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053937/
https://www.ncbi.nlm.nih.gov/pubmed/33827923
http://dx.doi.org/10.1073/pnas.2021852118

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053937/
https://www.ncbi.nlm.nih.gov/pubmed/33827923
http://dx.doi.org/10.1073/pnas.2021852118

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