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Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data

Capturing and tracking large-scale brain activity dynamics holds the potential to deepen our understanding of cognition. Previously, tools from Topological Data Analysis, especially Mapper, have been successfully used to mine brain activity dynamics at the highest spatiotemporal resolutions. Even th...

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Detalles Bibliográficos
Autores principales: Haşegan, Daniel, Geniesse, Caleb, Chowdhury, Samir, Saggar, Manish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614807/
https://www.ncbi.nlm.nih.gov/pubmed/37904918
http://dx.doi.org/10.1101/2023.10.13.562304