Abstract: A system for operation of an infusion pump may include a device configured to generate dosing functions for delivery of a medicament via an infusion pump. The system may also include the infusion pump, where the infusion pump is configured to receive the dosing functions from the aforenoted device, select one of the dosing functions based on characteristics of a user, and deliver a dose of the medicament according to the selected dosing function. Another system may include an infusion pump and an electronic device. The electronic device can be configured to provide user information to a neural network, receive dosing instructions from the neural network, and determine whether the dosing instructions satisfy a guardrail threshold. If the guardrail threshold is satisfied, then the electronic device can cause the infusion pump to deliver an amount of a medicament according to the dosing instructions.

Abstract: Disclosed herein are apparatuses and methods that can simplify delivery of meal boluses in diabetes therapy. Rather than requiring a user to enter a number of carbohydrates for a given meal, the system can automatically provide a predetermined amount of insulin when the user indicates that a meal is going to be consumed. Providing such predetermined, fixed meal boluses provides a lower cognitive burden alternative for the mealtime experience.