Robust Quantification of Affected Brain Volume from Computed Tomography Perfusion: A Hybrid Approach Combining Deep Learning and Singular Value Decomposition.

Volumetric estimation of affected brain volumes using computed tomography perfusion (CTP) is crucial in the management of acute ischemic stroke (AIS) and relies on commercial software, which has limitations such as variations in results due to image quality. To predict affected brain volume accurate...

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Bibliographic Details

Published in:	Journal of Imaging Informatics in Medicine Vol. 39; no. 3; pp. 2095 - 2110
Main Authors:	Kim, Gi-Youn, Yang, Hyeon Sik, Hwang, Jundong, Lee, Kijeong, Choi, Jin Wook, Jung, Woo Sang, Kim, Regina Eun Young, Kim, Donghyeon, Lee, Minho
Format:	diagnostic images equations & formulas pictorial research tables/charts Journal Article
Published:	Springer Nature Jun2026
Online Access:	View this record in EBSCOhost