Integrated Iot System for Monitoring Blood Pressure and Glucose Levels with Predictive Insights on Hyperglycemia and Hypoglycemia in Type 2 Diabetes

Many individuals lack awareness of the critical role that blood pressure and glucose levels play in managing health, particularly in diabetes. Inadequate monitoring of these parameters can result in serious complications, such as cardiovascular problems and glycemic events, including hyperglycemia and hypoglycemia This study integrates hardware sensors, such as a blood pressure and IR spectroscope, with an IoT-based platform for real-time monitoring. The system uses historical data and the XGBoost algorithm to predict glycemic events in Type 2 diabetes patients, helping in proactive healthcare management and improving patient outcomes.