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Interpretable deep learning for improving cancer patient survival based on personal transcriptomes

Precision medicine chooses the optimal drug for a patient by considering individual differences. With the tremendous amount of data accumulated for cancers, we develop an interpretable neural network to predict cancer patient survival based on drug prescriptions and personal transcriptomes (CancerID...

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Detalles Bibliográficos
Autores principales: Sun, Bo, Chen, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344908/
https://www.ncbi.nlm.nih.gov/pubmed/37443344
http://dx.doi.org/10.1038/s41598-023-38429-7