Open AccessUncertainty quantification in cerebral circulation simulations focusing on the collateral flow: Surrogate model approach with machine learning
Author(s) -
Changyoung Yuhn,
Mitsuko Oshima,
Yan Chen,
Motoharu Hayakawa,
Shigeki Yamada
Publication year - 2022
Publication title -
plos computational biology/plos computational biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.628
H-Index - 182
eISSN - 1553-7358
pISSN - 1553-734X
DOI - 10.1371/journal.pcbi.1009996
Subject(s) - computer science , hemodynamics , collateral circulation , collateral , blood flow , flow (mathematics) , machine learning , artificial intelligence , medicine , cardiology , algorithm , mechanics , physics , finance , economics