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A review of wearable sensors based monitoring with daily physical activity to manage type 2 diabetes

TLDR
The main contribution of the proposed study is to review the literature about managing and monitoring T2D with daily PA through wearable devices and sensors and to highlight challenges and future trends.
Abstract
Globally, the aging and the lifestyle lead to rabidly increment of the number of type two diabetes (T2D) patients. Critically, T2D considers as one of the most challenging healthcare issue. Importantly, physical activity (PA) plays a vital role of improving glycemic control T2D. However, daily monitoring of T2D using wearable devices/ sensors have a crucial role to monitor glucose levels in the blood. Nowadays, daily physical activity (PA) and exercises have been used to manage T2D. The main contribution of the proposed study is to review the literature about managing and monitoring T2D with daily PA through wearable devices and sensors. Finally, challenges and future trends are also highlighted.

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Citations
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A Review of Artificial Intelligence Methods for Condition Monitoring and Fault Diagnosis of Rolling Element Bearings for Induction Motor

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Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection.

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A Review of Physical Human Activity Recognition Chain Using Sensors

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A review of intelligent methods for condition monitoring and fault diagnosis of stator and rotor faults of induction machines

TL;DR: The proposed study's main contribution is in reviewing the CM and FD of IM, especially for the stator and the rotor, based on AI methods.
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Noninvasive blood glucose monitoring system based on near-infrared method

TL;DR: A method for developing a noninvasive technique to predict the blood glucose concentration (BCG) based on the Near-infrared (NIR) light sensor and it is observed that the prediction of glucose concentration is in the clinically acceptable region of the standard Clark Error Grid (CEG).
References
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Journal ArticleDOI

Prevention and management of type 2 diabetes: dietary components and nutritional strategies

TL;DR: With an emphasis on overall diet quality, several dietary patterns such as Mediterranean, low glycaemic index, moderately low carbohydrate, and vegetarian diets can be tailored to personal and cultural food preferences and appropriate calorie needs for weight control and diabetes prevention and management.
Journal ArticleDOI

Continuous Glucose Monitoring: A Review of Successes, Challenges, and Opportunities

TL;DR: Continuous glucose monitoring in conjunction with an insulin pump with automated suspension of insulin infusion in response to actual observed or predicted hypoglycemia, as well as progressive refinement of closed-loop systems, is expected to dramatically enhance the clinical utility and utilization of CGM.
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