Automatic detection and vascular territory classification of hyperacute staged ischemic stroke on diffusion weighted image using convolutional neural networks

Abstract Automated ischemic stroke detection and classification according to its vascular territory is an essential step in stroke image evaluation, especially at hyperacute stage where mechanical thrombectomy may improve patients’ outcome. This study aimed to evaluate the performance of various con...

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Bibliographic Details
Main Authors: Kun-Yu Lee, Chia-Chuan Liu, David Yen-Ting Chen, Chi-Lun Weng, Hung-Wen Chiu, Chen-Hua Chiang
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-27621-4