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Early detection of COPD based on graph convolutional network and small and weakly labeled data

Chronic obstructive pulmonary disease (COPD) is a common disease with high morbidity and mortality, where early detection benefits the population. However, the early diagnosis rate of COPD is low due to the absence or slight early symptoms. In this paper, a novel method based on graph convolution ne...

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Detalles Bibliográficos
Autores principales: Li, Zongli, Huang, Kewu, Liu, Ligong, Zhang, Zuoqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9244127/
https://www.ncbi.nlm.nih.gov/pubmed/35750976
http://dx.doi.org/10.1007/s11517-022-02589-x