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 …
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
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 …
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 …
engagement with, the DAFNE plus programme's group‐based structured education course …
Towards Personalized AI-Based Diabetes Therapy: A Review
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
coast of Indonesia. Within hours, a series of 100-foot-tall tsunami waves swept across …