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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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Detalles Bibliográficos
Autores principales: Gensheimer, Michael F., Narasimhan, Balasubramanian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348952/
https://www.ncbi.nlm.nih.gov/pubmed/30701130
http://dx.doi.org/10.7717/peerj.6257