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A genetic programming approach to development of clinical prediction models: A case study in symptomatic cardiovascular disease

BACKGROUND: Genetic programming (GP) is an evolutionary computing methodology capable of identifying complex, non-linear patterns in large data sets. Despite the potential advantages of GP over more typical, frequentist statistical approach methods, its applications to survival analyses are rare, at...

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Detalles Bibliográficos
Autores principales: Bannister, Christian A., Halcox, Julian P., Currie, Craig J., Preece, Alun, Spasić, Irena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6122798/
https://www.ncbi.nlm.nih.gov/pubmed/30180175
http://dx.doi.org/10.1371/journal.pone.0202685