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Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU

BACKGROUND: – Subgroup discovery (SGD) is the automated splitting of the data into complex subgroups. Various SGD methods have been applied to the medical domain, but none have been extensively evaluated. We assess the numerical and clinical quality of SGD methods. METHOD: – We applied the improved...

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Detalles Bibliográficos
Autores principales: Vagliano, I., Kingma, M.Y., Dongelmans, D.A., de Lange, D.W., de Keizer, N.F., Schut, M.C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier Ltd. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10266884/
https://www.ncbi.nlm.nih.gov/pubmed/37356293
http://dx.doi.org/10.1016/j.compbiomed.2023.107146