Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls, and opportunities
Objective: Artificial intelligence and machine learning are transforming many fields including
medicine. In diabetes, robust biosensing technologies and automated insulin delivery …
medicine. In diabetes, robust biosensing technologies and automated insulin delivery …
Advanced diabetes management using artificial intelligence and continuous glucose monitoring sensors
Wearable continuous glucose monitoring (CGM) sensors are revolutionizing the treatment of
type 1 diabetes (T1D). These sensors provide in real-time, every 1–5 min, the current blood …
type 1 diabetes (T1D). These sensors provide in real-time, every 1–5 min, the current blood …
[HTML][HTML] Accuracy of wrist-worn activity monitors during common daily physical activities and types of structured exercise: evaluation study
RK Reddy, R Pooni, DP Zaharieva, B Senf… - JMIR mHealth and …, 2018 - mhealth.jmir.org
Background: Wrist-worn activity monitors are often used to monitor heart rate (HR) and
energy expenditure (EE) in a variety of settings including more recently in medical …
energy expenditure (EE) in a variety of settings including more recently in medical …
Enabling the internet of mobile crowdsourcing health things: A mobile fog computing, blockchain and IoT based continuous glucose monitoring system for diabetes …
TM Fernández-Caramés, I Froiz-Míguez… - Sensors, 2019 - mdpi.com
Diabetes patients suffer from abnormal blood glucose levels, which can cause diverse
health disorders that affect their kidneys, heart and vision. Due to these conditions, diabetes …
health disorders that affect their kidneys, heart and vision. Due to these conditions, diabetes …
The artificial pancreas: How closed-loop control is revolutionizing diabetes
A Haidar - IEEE Control Systems Magazine, 2016 - ieeexplore.ieee.org
The artificial pancreas is a long-awaited goal for the management of type 1 diabetes, and its
development was recently triggered by the development of continuous glucose sensors …
development was recently triggered by the development of continuous glucose sensors …
Realizing a closed-loop (artificial pancreas) system for the treatment of type 1 diabetes
RA Lal, L Ekhlaspour, K Hood… - Endocrine …, 2019 - academic.oup.com
Recent, rapid changes in the treatment of type 1 diabetes have allowed for
commercialization of an “artificial pancreas” that is better described as a closed-loop …
commercialization of an “artificial pancreas” that is better described as a closed-loop …
Incorporating an exercise detection, grading, and hormone dosing algorithm into the artificial pancreas using accelerometry and heart rate
In this article, we present several important contributions necessary for enabling an artificial
endocrine pancreas (AP) system to better respond to exercise events. First, we show how …
endocrine pancreas (AP) system to better respond to exercise events. First, we show how …
Closed loop control in adolescents and children during winter sports: use of the tandem control‐IQ AP system
L Ekhlaspour, GP Forlenza, D Chernavvsky… - Pediatric …, 2019 - Wiley Online Library
Objective Artificial pancreas (AP) systems have been shown to improve glycemic control
throughout the day and night in adults, adolescents, and children. However, AP testing …
throughout the day and night in adults, adolescents, and children. However, AP testing …
Emerging technologies for the prevention and management of diabetic foot ulcers
Diabetic foot ulcers (DFUs) are one of the most serious complications of diabetes mellitus
(DM). Although research has improved understanding of DFU etiology, an effective clinical …
(DM). Although research has improved understanding of DFU etiology, an effective clinical …
Prediction of hypoglycemia during aerobic exercise in adults with type 1 diabetes
Background: Fear of exercise related hypoglycemia is a major reason why people with type
1 diabetes (T1D) do not exercise. There is no validated prediction algorithm that can predict …
1 diabetes (T1D) do not exercise. There is no validated prediction algorithm that can predict …