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Covariance shrinkage can assess and improve functional connectomes

Connectomes derived from resting-state functional MRI scans have significantly benefited from the development of dedicated fMRI motion correction and denoising algorithms. But they are based on empirical correlations that can produce unreliable results in high dimension low sample size settings. A f...

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Detalles Bibliográficos
Autores principales: Honnorat, Nicolas, Habes, Mohamad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189899/
https://www.ncbi.nlm.nih.gov/pubmed/35460918
http://dx.doi.org/10.1016/j.neuroimage.2022.119229