Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning

Medicine & Life Sciences

• Machine Learning 100%
• Hypoglycemia 85%
• Type 1 Diabetes Mellitus 79%
• Forests 40%
• Glucose 17%
• Datasets 16%
• Insulin 13%
• Logistic Models 13%
• ROC Curve 5%
• Blood Glucose 5%
• Odds Ratio 4%
• Population 2%

Engineering & Materials Science

• Medical problems 97%
• Machine learning 64%
• Glucose 55%
• Random forests 51%
• Insulin 39%
• Logistic regression 32%
• Risk analysis 10%
• Blood 9%