Automatic collateral quantification in acute ischemic stroke using U2-net

ObjectivesTo harness the U2-Net deep learning framework for automated quantification of collateral circulation in acute ischemic stroke (AIS) via computed tomography angiography (CTA) images, comparing its performance against traditional visual collateral scores (vCS).MethodsA cohort of 118 confirme...

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主要な著者:	Qingqing Lu, Hongyi Chen, Junyan Fu, Xiaodong Zheng, Yiren Xu, Yuning Pan
フォーマット:	Artigo
言語:	Inglês
出版事項:	Frontiers Media S.A. 2025-05-01
シリーズ:	Frontiers in Neurology
主題:	quantitative collateral score visual collateral score acute ischemic stroke deep learning U2-Net
オンライン･アクセス:	https://www.frontiersin.org/articles/10.3389/fneur.2025.1502382/full
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