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A scalable discrete-time survival model for neural networks

There is currently great interest in applying neural networks to prediction tasks in medicine. It is important for predictive models to be able to use survival data, where each patient has a known follow-up time and event/censoring indicator. This avoids information loss when training the model and...

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Detalhes bibliográficos
Publicado no:PeerJ
Main Authors: Gensheimer, Michael F., Narasimhan, Balasubramanian
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6348952/
https://ncbi.nlm.nih.gov/pubmed/30701130
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.6257
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