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Combining uncertainty-aware predictive modeling and a bedtime Smart Snack intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections.
J Am Med Inform Assoc. 2023 Dec 22;31(1):109-118. doi: 10.1093/jamia/ocad196.
J Am Med Inform Assoc. 2023.
PMID: 37812784
Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning.
Mosquera-Lopez C, Ramsey KL, Roquemen-Echeverri V, Jacobs PG.
Mosquera-Lopez C, et al.
Comput Biol Med. 2023 Mar;155:106670. doi: 10.1016/j.compbiomed.2023.106670. Epub 2023 Feb 11.
Comput Biol Med. 2023.
PMID: 36803791
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