Abstract: Embodiments disclosed herein relate to systems and methods for adapting ambulatory infusion pump systems to operate with different types of continuous glucose monitoring (CGM) sensors. Infusion pump systems as disclosed herein can include software configured to store characteristics for different types of CGM sensors and can interface with a given type of CGM sensor based on specific characteristics and requirements of the given type of sensor.

Abstract: Systems and methods are provided including insulin pump systems for determining certain information about a user of a wearable insulin pump based on naturally spoken user data by applying the user data to a large language model (LLM) or other machine learning model to parse the user data into categories. For example, certain rules and/or constraints may be provided to the LLM and may cause the LLM or machine learning model to parse the user data into defined categories that may be used for updating a user record. Categories may include food consumption, activities, sleep, and/or pump operation information, for example. Additional data may be determined from the parsed data such as caloric information, exercise duration, sleep information and the like. The parsed categorized data and/or additional data may be used to adjust operation of the insulin delivery pump.

Abstract: Enclosed herein are methods and systems for establishing communication protocols between wireless devices in infusion pump systems. Infusion pump systems can include a number of components capable of wireless communication with one or more other components including an infusion pump, a continuous glucose monitoring (CGM) system, and a smartphone or other multi-purpose consumer electronic device (i.e., remote control device). Communications among these devices can be coordinated to ensure reliable and consistent transmission of medical data.

Abstract: Disclosed herein are methods for establishing communication protocols between wireless devices in infusion pump systems. Infusion pump systems can include a number of components capable of wireless communication with one or more other components including an infusion pump, a continuous glucose monitoring (CGM) system and a smartphone or other multi-purpose consumer electronic device. Communications among these devices can be coordinated to increase efficiency and conserve battery power.

Abstract: Disclosed herein are methods for presenting therapy events on a continuous, time-based data feed. An algorithm for arranging data on the feed can position icons on the feed with information regarding therapy events at a time each event occurred without blocking or interfering with the data feed, including when the data feed is scrolled, zoomed, or otherwise repositioned. The algorithm can include clustering, buffering and affinity components. The clustering component can combine different events occurring at the same time into a single event and keep those events visually together on the data feed. The buffering component can provide a buffer around each event so there is no overlapping of depicted events. The affinity component provides an affinity for placing events as closed to a CGM trend line on the data feed as possible in view of the positioning of other events.

Abstract: Systems and methods are provided including insulin pump systems having a wearable insulin pump that may delegate one or more operations to a periphery device and/or remote device for remote execution. For example, the insulin pump may be in wireless communication with a mobile device (e.g., mobile phone) and/or a smart device (e.g., smart watch), which may be in wireless communication with a remote device (e.g., remote server). Insulin pump may determine to send instructions to a periphery device or remote device to perform an operation on such device and to generate an outcome or output based on the operation, which will be sent back to the insulin pump. The insulin pump may then adjust pump operation based on the outcome or output generated by the operation.

Abstract: Disclosed herein are methods for presenting therapy events on a continuous, time-based data feed. An algorithm for arranging data on the feed can position icons on the feed with information regarding therapy events at a time each event occurred without blocking or interfering with the data feed, including when the data feed is scrolled, zoomed, or otherwise repositioned. The algorithm can include clustering, buffering and affinity components. The clustering component can combine different events occurring at the same time into a single event and keep those events visually together on the data feed. The buffering component can provide a buffer around each event so there is no overlapping of depicted events. The affinity component provides an affinity for placing events as closed to a CGM trend line on the data feed as possible in view of the positioning of other events.

Abstract: Disclosed herein are systems and methods for remotely monitoring and/or controlling medical therapy of a patient. Embodiments of the current disclosure provide a remote monitoring and/or control architecture that can establish a predetermined set of permissions for real time monitoring of patient data and/or notifications and/or control of medical device therapy. The system can include permissions to determine who, how and when information and/or control is shared that can consider factors such as time, location and relationship with the patient.

Abstract: Disclosed herein are systems and methods for remotely monitoring and/or controlling medical therapy of a patient. Embodiments of the current disclosure provide a remote monitoring and/or control architecture that can establish a predetermined set of permissions for real time monitoring of patient data and/or notifications and/or control of medical device therapy. The system can include permissions to determine who, how and when information and/or control is shared that can consider factors such as time, location and relationship with the patient.

Abstract: Disclosed herein are systems and methods for remotely monitoring and/or controlling medical therapy of a patient. Embodiments of the current disclosure provide a remote monitoring and/or control architecture that can establish a predetermined set of permissions for real time monitoring of patient data and/or notifications and/or control of medical device therapy. The system can include permissions to determine who, how and when information and/or control is shared that can consider factors such as time, location and relationship with the patient.

Abstract: Disclosed herein are methods for presenting therapy events on a continuous, time-based data feed. An algorithm for arranging data on the feed can position icons on the feed with information regarding therapy events at a time each event occurred without blocking or interfering with the data feed, including when the data feed is scrolled, zoomed, or otherwise repositioned. The algorithm can include clustering, buffering and affinity components. The clustering component can combine different events occurring at the same time into a single event and keep those events visually together on the data feed. The buffering component can provide a buffer around each event so there is no overlapping of depicted events. The affinity component provides an affinity for placing events as closed to a CGM trend line on the data feed as possible in view of the positioning of other events.

Abstract: Automatic download of personalized media content to a portable media device based on user preferences is disclosed. A media service can evaluate content on a user's media device as well as user action related thereto to infer the user's preferences, and can automatically aggregate and download content that is relevant to the user's tastes. The user can subscribe to, for example, playlists generated by the media service, another user's playlist(s), a simulated radio station, etc., and can receive content updates thereto at predefined intervals and/or upon release of the updates. In this manner, the user can periodically receive media content that is personalized to the user without requiring the user to explicitly request the content or synchronize to a PC.

Abstract: Automatic download of personalized media content to a portable media device based on user preferences is disclosed. A media service can evaluate content on a user's media device as well as user action related thereto to infer the user's preferences, and can automatically aggregate and download content that is relevant to the user's tastes. The user can subscribe to, for example, playlists generated by the media service, another user's playlist(s), a simulated radio station, etc., and can receive content updates thereto at predefined intervals and/or upon release of the updates. In this manner, the user can periodically receive media content that is personalized to the user without requiring the user to explicitly request the content or synchronize to a PC.