Characterizing the Impact of Physical Activity on Patients with Type 1 Diabetes Using Statistical and Machine Learning Models

Characterizing the Impact of Physical Activity on Patients with Type 1 Diabetes Using Statistical and Machine Learning Models

Continuous glucose monitoring (CGM) represents a significant advancement in diabetes management, playing an important role in glycemic control for patients with type 1 diabetes (T1D). Despite their benefits, their performance is affected by numerous factors such as the carbohydrate intake, alcohol c...

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Bibliographic Details
Main Authors: David Chushig-Muzo, Hugo Calero-Díaz, Himar Fabelo, Eirik Årsand, Peter Ruben van Dijk, Cristina Soguero-Ruiz
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Applied Sciences
Subjects:
continuous glucose monitoring
type 1 diabetes
physical activity
machine learning
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Online Access:https://www.mdpi.com/2076-3417/14/21/9870
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