Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls, and opportunities

PG Jacobs, P Herrero, A Facchinetti… - IEEE reviews in …, 2023 - ieeexplore.ieee.org
Objective: Artificial intelligence and machine learning are transforming many fields including
medicine. In diabetes, robust biosensing technologies and automated insulin delivery …

Advanced diabetes management using artificial intelligence and continuous glucose monitoring sensors

M Vettoretti, G Cappon, A Facchinetti, G Sparacino - Sensors, 2020 - mdpi.com
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 …

[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 …

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 …

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 …

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 …

Incorporating an exercise detection, grading, and hormone dosing algorithm into the artificial pancreas using accelerometry and heart rate

PG Jacobs, N Resalat, J El Youssef… - Journal of diabetes …, 2015 - journals.sagepub.com
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 …

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 …

Emerging technologies for the prevention and management of diabetic foot ulcers

CW Lung, FL Wu, F Liao, F Pu, Y Fan, YK Jan - Journal of Tissue Viability, 2020 - Elsevier
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 …

Prediction of hypoglycemia during aerobic exercise in adults with type 1 diabetes

R Reddy, N Resalat, LM Wilson… - Journal of diabetes …, 2019 - journals.sagepub.com
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 …