Výsledky vyhledávání - "Kieran Chin-Cheong"

Akademický článek

Blood glucose forecasting from temporal and static information in children with T1D

Autor: Alexander Marx, Francesco Di Stefano, Heike Leutheuser, Kieran Chin-Cheong, Marc Pfister, Marie-Anne Burckhardt, Sara Bachmann, Julia E. Vogt

Publikováno v: Frontiers in Pediatrics, Vol 11 (2023)

BackgroundThe overarching goal of blood glucose forecasting is to assist individuals with type 1 diabetes (T1D) in avoiding hyper- or hypoglycemic conditions. While deep learning approaches have shown promising results for blood glucose forecasting i

Externí odkaz: https://doaj.org/article/ee19f3ed8022461f862ecbc15de208f0

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A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions

Autor: Balthasar L. Hug, Jan A Roth, Kieran Chin-Cheong, Julia E. Vogt, Thomas M. Sutter

Publikováno v: Journal of the American Medical Informatics Association, 28 (4)
J Am Med Inform Assoc

Unplanned hospital readmissions are a burden to patients and increase healthcare costs. A wide variety of machine learning (ML) models have been suggested to predict unplanned hospital readmissions. These ML models were often specifically trained on

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9afcd76caa024cac7c50d7576ac8ed93

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