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Chaotic time series prediction for glucose dynamics in type 1 diabetes mellitus using regime-switching models

In patients with type 1 diabetes mellitus (T1DM), glucose dynamics are influenced by insulin reactions, diet, lifestyle, etc., and characterized by instability and nonlinearity. With the objective of a dependable decision support system for T1DM self-management, we aim to model glucose dynamics usin...

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Detalles Bibliográficos
Autores principales: Frandes, Mirela, Timar, Bogdan, Timar, Romulus, Lungeanu, Diana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5524948/
https://www.ncbi.nlm.nih.gov/pubmed/28740090
http://dx.doi.org/10.1038/s41598-017-06478-4