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Development and validation of a deep transfer learning-based multivariable survival model to predict overall survival in lung cancer

BACKGROUND: Numerous deep learning-based survival models are being developed for various diseases, but those that incorporate both deep learning and transfer learning are scarce. Deep learning-based models may not perform optimally in real-world populations due to variations in variables and charact...

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Detalles Bibliográficos
Autores principales: Zhu, Feng, Zhong, Ran, Li, Feng, Li, Caichen, Din, Noren, Sweidan, Hisham, Potluri, Lakshmi Bhavani, Xiong, Shan, Li, Jianfu, Cheng, Bo, Chen, Zhuxing, He, Jianxing, Liang, Wenhua, Pan, Zhenkui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088002/
https://www.ncbi.nlm.nih.gov/pubmed/37057112
http://dx.doi.org/10.21037/tlcr-23-84