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Detecting network anomalies using Forman–Ricci curvature and a case study for human brain networks

We analyze networks of functional correlations between brain regions to identify changes in their structure caused by Attention Deficit Hyperactivity Disorder (adhd). We express the task for finding changes as a network anomaly detection problem on temporal networks. We propose the use of a curvatur...

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Detalles Bibliográficos
Autores principales: Chatterjee, Tanima, Albert, Réka, Thapliyal, Stuti, Azarhooshang, Nazanin, DasGupta, Bhaskar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046810/
https://www.ncbi.nlm.nih.gov/pubmed/33854129
http://dx.doi.org/10.1038/s41598-021-87587-z