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Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation

Background and Objective: Coronavirus disease 2019 (COVID-19) is a highly contagious virus spreading all around the world. Deep learning has been adopted as an effective technique to aid COVID-19 detection and segmentation from computed tomography (CT) images. The major challenge lies in the inadequ...

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Detalles Bibliográficos
Autores principales: Wang, Yixin, Zhang, Yao, Liu, Yang, Tian, Jiang, Zhong, Cheng, Shi, Zhongchao, Zhang, Yang, He, Zhiqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7899930/
https://www.ncbi.nlm.nih.gov/pubmed/33662804
http://dx.doi.org/10.1016/j.cmpb.2021.106004