Recent applications of machine learning and deep learning models in the prediction, diagnosis, and management of diabetes: a comprehensive review

E Afsaneh, A Sharifdini, H Ghazzaghi… - Diabetology & Metabolic …, 2022 - Springer
Diabetes as a metabolic illness can be characterized by increased amounts of blood
glucose. This abnormal increase can lead to critical detriment to the other organs such as …

Artificial intelligence in decision support systems for type 1 diabetes

NS Tyler, PG Jacobs - Sensors, 2020 - mdpi.com
Type 1 diabetes (T1D) is a chronic health condition resulting from pancreatic beta cell
dysfunction and insulin depletion. While automated insulin delivery systems are now …

Participants' experiences of attending a structured education course (DAFNEplus) informed by behavioural science

J Lawton, PM Chadwick, N De Zoysa… - Diabetic …, 2024 - Wiley Online Library
Aims As part of a broader process evaluation, we explored participants' experiences of, and
engagement with, the DAFNE plus programme's group‐based structured education course …

Towards Personalized AI-Based Diabetes Therapy: A Review

S Campanella, G Paragliola… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Insulin pumps and other smart devices have recently made significant advancements in the
treatment of diabetes, a disorder that affects people all over the world. The development of …

Automatic inference of hypoglycemia causes in type 1 diabetes: a feasibility study

A Zaitcev, MR Eissa, Z Hui, T Good, J Elliott… - Frontiers in Clinical …, 2023 - frontiersin.org
Background Hypoglycemia is the most common adverse consequence of treating diabetes,
and is often due to suboptimal patient self-care. Behavioral interventions by health …

An Artificial Intelligence based Machine Learning Approach for Automatic Blood Glucose Level Identification of Diabetes Patients

LP Maguluri, MA Farooqui, HP Sultana… - 2023 International …, 2023 - ieeexplore.ieee.org
In general, treatments and medications for diabetics are usually prescribed based on the
level of glucose-level in the human-blood. Blood glucose-level was calculated by performing …

[PDF][PDF] Intelligent Monitoring of Diabetes Mellitus by means of Mobile and Wearable Devices

CR León, OB Legrán, CV Palliser - 2024 - orestibanos.com
Type 1 diabetes is primarily characterized by a severe issue in insulin secretion. Patients
with this condition must rely on external sources of insulin to regulate their blood glucose …

[HTML][HTML] DIABETES ANALYSIS USING MACHINE LEARNING ALGORITHMS

KA Shetty, K Salaha, A Ranjith… - … ON ADVANCE IT …, 2024 - books.google.com
Diabetes is a chronic metabolic disease caused by high blood sugar that can damage the
heart, blood vessels, eyes, kidneys, and nerves over time. The purpose of this analysis is to …

Principles of Software Engineering for the Cost-Effective Prevention of Type 2 Diabetes (T2D)

NM Kumar, PL Kumari, K Srinivas… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Diabetes is growing increasingly prevalent as a result of changes in people's diets and
lifestyles, in addition to increases in income. Self-care on the part of diabetic patients is an …

[PDF][PDF] Artificial Intelligence and Physiologic Models for the Management of Type 1 Diabetes

NS Tyler - 2021 - digitalcollections.ohsu.edu
On December 26 2004, a magnitude 9 earthquake lasting 10 minutes was measured off the
coast of Indonesia. Within hours, a series of 100-foot-tall tsunami waves swept across …