A Transfer Learning Framework for Deep Learning-Based CT-to-Perfusion Mapping on Lung Cancer Patients

PURPOSE: Deep learning model has shown the feasibility of providing spatial lung perfusion information based on CT images. However, the performance of this method on lung cancer patients is yet to be investigated. This study aims to develop a transfer learning framework to evaluate the deep learning...

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Detalles Bibliográficos
Autores principales: Ren, Ge, Li, Bing, Lam, Sai-kit, Xiao, Haonan, Huang, Yu-Hua, Cheung, Andy Lai-yin, Lu, Yufei, Mao, Ronghu, Ge, Hong, Kong, Feng-Ming (Spring), Ho, Wai-yin, Cai, Jing
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/PMC9283770/
https://www.ncbi.nlm.nih.gov/pubmed/35847874
http://dx.doi.org/10.3389/fonc.2022.883516

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283770/
https://www.ncbi.nlm.nih.gov/pubmed/35847874
http://dx.doi.org/10.3389/fonc.2022.883516

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