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Prognostic Value of Combined Radiomic Features from Follow-Up DWI and T2-FLAIR in Acute Ischemic Stroke

The biological pathways involved in lesion formation after an acute ischemic stroke (AIS) are poorly understood. Despite successful reperfusion treatment, up to two thirds of patients with large vessel occlusion remain functionally dependent. Imaging characteristics extracted from DWI and T2-FLAIR f...

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Principais autores: Alessia Gerbasi, Praneeta Konduri, Manon Tolhuisen, Fabiano Cavalcante, Leon Rinkel, Manon Kappelhof, Lennard Wolff, Jonathan M. Coutinho, Bart J. Emmer, Vincent Costalat, Caroline Arquizan, Jeannette Hofmeijer, Maarten Uyttenboogaart, Wim van Zwam, Yvo Roos, Silvana Quaglini, Riccardo Bellazzi, Charles Majoie, Henk Marquering
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-12-01
Colecção:Journal of Cardiovascular Development and Disease
Assuntos:
acute ischemic stroke
functional independence
imaging bio-markers
machine learning
ensemble tree classifier
explainable AI
Acesso em linha:https://www.mdpi.com/2308-3425/9/12/468
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