Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive review
M Eghbali-Zarch, S Masoud - Artificial Intelligence in Medicine, 2024 - Elsevier
Proper insulin management is vital for maintaining stable blood sugar levels and preventing
complications associated with diabetes. However, the soaring costs of insulin present …
complications associated with diabetes. However, the soaring costs of insulin present …
[HTML][HTML] A knowledge-based decision support system to support family doctors in personalizing type-2 diabetes mellitus medical nutrition therapy
D Spoladore, F Stella, M Tosi, EC Lorenzini… - Computers in Biology …, 2024 - Elsevier
Abstract Background Type-2 Diabetes Mellitus (T2D) is a growing concern worldwide, and
family doctors are called to help diabetic patients manage this chronic disease, also with …
family doctors are called to help diabetic patients manage this chronic disease, also with …
From Perceptions to Actions: Unveiling Factors Influencing Diabetic Patients' Attitudes and Compliance Intention with Smart Blood Glucose Management Technology
By utilizing artificial intelligence and advanced sensors, smart Blood Glucose Management
(smart-BGM) technology may offer dynamic glucose monitoring and personalized diet and …
(smart-BGM) technology may offer dynamic glucose monitoring and personalized diet and …
[HTML][HTML] Dynamic Partitioning of Graphs Based on Multivariate Blood Glucose Data—A Graph Neural Network Model for Diabetes Prediction
J Li, X Jiang, K Wang - Electronics, 2024 - mdpi.com
Postprandial Hyperglycemia (PPHG) persistently threatens patients' health. Therefore,
accurate diabetes prediction is crucial for effective blood glucose management. Most current …
accurate diabetes prediction is crucial for effective blood glucose management. Most current …
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare
The rapid advancements in artificial intelligence (AI) have revolutionized smart healthcare,
driving innovations in wearable technologies, continuous monitoring devices, and intelligent …
driving innovations in wearable technologies, continuous monitoring devices, and intelligent …
Explainable AI Assessment of Meal-Related Features Impact in Predicting Basal Insulin for Type I Diabetes
G Annuzzi, P Arpaia, L Bozzetto… - 2024 IEEE 8th …, 2024 - ieeexplore.ieee.org
Type 1 diabetes management using artificial pan-creas (AP) technology faces challenges in
accurately regulating postprandial glucose levels. Current AP systems, based on heuris-tic …
accurately regulating postprandial glucose levels. Current AP systems, based on heuris-tic …
An Explainable Predictive Model for Diabetes Detection Using Shapley Additive Explanations Approach
A Khan, S Yadav, P Nand, AMUD Khanday… - International Conference …, 2024 - Springer
The chronic and incurable disease of diabetes that is not only marked with increasing
prevalence but is also linked to other life-threatening diseases like cardiovascular diseases …
prevalence but is also linked to other life-threatening diseases like cardiovascular diseases …
Enhancing Diabetes Management Through GRU Analysis of Physical Activity Effects
B Simon, Á Hartveg, M Siket… - 2024 IEEE 22nd …, 2024 - ieeexplore.ieee.org
This study addresses the insufficient consideration of physical activity in managing Type 1
diabetes mellitus, using real patient data from the Ohio dataset to assess its impact. We …
diabetes mellitus, using real patient data from the Ohio dataset to assess its impact. We …
[PDF][PDF] IMPROVING DECISION SUPPORT IN TYPE 1 DIABETES MANAGEMENT
AZ Espinoza - 2024 - digitalcollections.ohsu.edu
Abstract Type 1 diabetes (T1D) is a chronic disease that requires those who live with it to
regularly administer exogenous insulin to maintain blood glucose (BG) within a safe range …
regularly administer exogenous insulin to maintain blood glucose (BG) within a safe range …
Detection Using Shapley Additive Explanations Approach
A Khan, S Yadav¹, P Nand¹… - Recent Trends and … - books.google.com
The chronic and incurable disease of diabetes that is not only marked with increasing
prevalence but is also linked to other life-threatening diseases like cardiovascular diseases …
prevalence but is also linked to other life-threatening diseases like cardiovascular diseases …