A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data

BACKGROUND: There is substantial interest in the adaptation and application of so-called machine learning approaches to prognostic modelling of censored time-to-event data. These methods must be compared and evaluated against existing methods in a variety of scenarios to determine their predictive p...

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Detalles Bibliográficos
Autores principales: Smith, Hayley, Sweeting, Michael, Morris, Tim, Crowther, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9161606/
https://www.ncbi.nlm.nih.gov/pubmed/35650647
http://dx.doi.org/10.1186/s41512-022-00124-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9161606/
https://www.ncbi.nlm.nih.gov/pubmed/35650647
http://dx.doi.org/10.1186/s41512-022-00124-y

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