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Uncertainty quantification in cerebral circulation simulations focusing on the collateral flow: Surrogate model approach with machine learning

Collateral circulation in the circle of Willis (CoW), closely associated with disease mechanisms and treatment outcomes, can be effectively investigated using one-dimensional–zero-dimensional hemodynamic simulations. As the entire cardiovascular system is considered in the simulation, it captures th...

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Detalles Bibliográficos
Autores principales: Yuhn, Changyoung, Oshima, Marie, Chen, Yan, Hayakawa, Motoharu, Yamada, Shigeki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307280/
https://www.ncbi.nlm.nih.gov/pubmed/35867968
http://dx.doi.org/10.1371/journal.pcbi.1009996

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