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DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network
BACKGROUND: Medical practitioners use survival models to explore and understand the relationships between patients’ covariates (e.g. clinical and genetic features) and the effectiveness of various treatment options. Standard survival models like the linear Cox proportional hazards model require exte...
Kaydedildi:
| Yayımlandı: | BMC Med Res Methodol |
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| Asıl Yazarlar: | , , , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
BioMed Central
2018
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5828433/ https://ncbi.nlm.nih.gov/pubmed/29482517 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-018-0482-1 |
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