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A Novel Deep Learning Method to Predict Lung Cancer Long-Term Survival With Biological Knowledge Incorporated Gene Expression Images and Clinical Data

Lung cancer is the leading cause of the cancer deaths. Therefore, predicting the survival status of lung cancer patients is of great value. However, the existing methods mainly depend on statistical machine learning (ML) algorithms. Moreover, they are not appropriate for high-dimensionality genomics...

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Detalles Bibliográficos
Autores principales: Wang, Shuo, Zhang, Hao, Liu, Zhen, Liu, Yuanning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964372/
https://www.ncbi.nlm.nih.gov/pubmed/35368657
http://dx.doi.org/10.3389/fgene.2022.800853