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Predicting health outcomes in dogs using insurance claims data

In this paper we propose a machine learning-based approach to predict a multitude of insurance claim categories related to canine diseases. We introduce several machine learning approaches that are evaluated on a pet insurance dataset consisting of 785,565 dogs from the US and Canada whose insurance...

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Detalles Bibliográficos
Autores principales: Debes, Christian, Wowra, Johannes, Manzoor, Sarosh, Ruple, Audrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240479/
https://www.ncbi.nlm.nih.gov/pubmed/37277409
http://dx.doi.org/10.1038/s41598-023-36023-5