Deep learning for survival outcomes.

Deep learning is a class of machine learning algorithms that are popular for building risk prediction models. When observations are censored, the outcomes are only partially observed and standard deep learning algorithms cannot be directly applied. We develop a new class of deep learning algorithms...

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Detalles Bibliográficos
Publicado en:Statistics in Medicine Vol. 39; no. 17; pp. 2339 - 2350
Autores principales: Steingrimsson, Jon Arni, Morrison, Samantha
Formato: Journal Article
Publicado: Wiley-Blackwell 7/30/2020
Acceso en línea:Ver este registro en EBSCOhost