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A novel kernel based approach to arbitrary length symbolic data with application to type 2 diabetes risk

Predictive modeling of clinical data is fraught with challenges arising from the manner in which events are recorded. Patients typically fall ill at irregular intervals and experience dissimilar intervention trajectories. This results in irregularly sampled and uneven length data which poses a probl...

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Detalles Bibliográficos
Autores principales: Nwegbu, Nnanyelugo, Tirunagari, Santosh, Windridge, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943170/
https://www.ncbi.nlm.nih.gov/pubmed/35322076
http://dx.doi.org/10.1038/s41598-022-08757-1