Imaging-Based Deep Graph Neural Networks for Survival Analysis in Early Stage Lung Cancer Using CT: A Multicenter Study

BACKGROUND: Lung cancer is the leading cause of cancer-related mortality, and accurate prediction of patient survival can aid treatment planning and potentially improve outcomes. In this study, we proposed an automated system capable of lung segmentation and survival prediction using graph convoluti...

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Detalles Bibliográficos
Autores principales: Lian, Jie, Long, Yonghao, Huang, Fan, Ng, Kei Shing, Lee, Faith M. Y., Lam, David C. L., Fang, Benjamin X. L., Dou, Qi, Vardhanabhuti, Varut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9351205/
https://www.ncbi.nlm.nih.gov/pubmed/35936706
http://dx.doi.org/10.3389/fonc.2022.868186

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9351205/
https://www.ncbi.nlm.nih.gov/pubmed/35936706
http://dx.doi.org/10.3389/fonc.2022.868186

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