Weibull Regression and Machine Learning Survival Models: Methodology, Comparison, and Application to Biomedical Data Related to Cardiac Surgery

SIMPLE SUMMARY: This article proposes a comparative study between two models that can be used by researchers for the analysis of survival data: Weibull regression and random survival forest. The models are compared considering the error rate, the performance of the model through the Harrell C-index,...

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Detalles Bibliográficos
Autores principales: Cavalcante, Thalytta, Ospina, Raydonal, Leiva, Víctor, Cabezas, Xavier, Martin-Barreiro, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045304/
https://www.ncbi.nlm.nih.gov/pubmed/36979135
http://dx.doi.org/10.3390/biology12030442

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045304/
https://www.ncbi.nlm.nih.gov/pubmed/36979135
http://dx.doi.org/10.3390/biology12030442

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