Invention Description Type 1 diabetes (T1D) affects nearly 10 million people worldwide and occurs when the immune system destroys the pancreas's insulin-producing beta cells. Managing T1D is notoriously difficult, requiring constant glucose monitoring and precise insulin dosing. Even with advanced tools like continuous glucose monitors (CGMs) and...

Maintaining normal glucose levels through dietary and lifestyle behaviors can help with losing weight, optimizing mental health, suppressing food cravings, improving sleep, managing diabetes, and reducing risks of developing cardiovascular disease. Dysglycemia can lead to chronic complications such as diabetes, kidney disease, myocardial infarction,...

Glucose control is an integral component in both preventing and managing diabetes. Without proper control, hyperglycemic and hypoglycemic events can occur, which increase the risks for cardiovascular disease, eye issues, cancer, seizures and more. While continuous glucose monitors are widespread, their lack of computational abilities hinders their utility...