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Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks

Diabetes mellitus (DM) is a persistent metabolic disorder associated with the hormone insulin. The two main types of DM are type 1 (T1DM) and type 2 (T2DM). Physical activity plays a crucial role in the therapy of diabetes, benefiting both types of patients. The detection, recognition, and subsequen...

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Main Authors: Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartvég, Levente Kovács, Éva-Henrietta Dulf, László Szilágyi, György Eigner
Format: Artigo
Language:Inglês
Published: MDPI AG 2024-04-01
Series:Sensors
Subjects:
type 1 diabetes mellitus
recurrent neural network
artificial intelligence
physical activity
heart rate
continuous glucose monitoring
Online Access:https://www.mdpi.com/1424-8220/24/8/2412
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