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Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects

Acute ischemic stroke (AIS) has been a common threat to human health and may lead to severe outcomes without proper and prompt treatment. To precisely diagnose AIS, it is of paramount importance to quantitatively evaluate the AIS lesions. By adopting a convolutional neural network (CNN), many automa...

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Detalles Bibliográficos
Autores principales: Zhao, Bin, Liu, Zhiyang, Liu, Guohua, Cao, Chen, Jin, Song, Wu, Hong, Ding, Shuxue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7867461/
https://www.ncbi.nlm.nih.gov/pubmed/33564322
http://dx.doi.org/10.1155/2021/3628179