Artificial neural networks versus proportional hazards Cox models to predict 45-year all-cause mortality in the Italian Rural Areas of the Seven Countries Study

BACKGROUND: Projection pursuit regression, multilayer feed-forward networks, multivariate adaptive regression splines and trees (including survival trees) have challenged classic multivariable models such as the multiple logistic function, the proportional hazards life table Cox model (Cox), the Poi...

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Detalles Bibliográficos
Autores principales: Puddu, Paolo Emilio, Menotti, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Software
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549727/
https://www.ncbi.nlm.nih.gov/pubmed/22824187
http://dx.doi.org/10.1186/1471-2288-12-100

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549727/
https://www.ncbi.nlm.nih.gov/pubmed/22824187
http://dx.doi.org/10.1186/1471-2288-12-100

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