Abstract: Techniques disclosed herein relate to continuous analyte sensor quality measures. In some embodiments, the techniques may involve obtaining a current sensor-generated value that is indicative of a physiological characteristic of a user of a medical device, the current sensor-generated value produced in response to operation of a continuous analyte sensor device. The techniques may further involve obtaining a sensor quality metric that indicates accuracy of the current sensor-generated value. The techniques may further involve causing, in response to obtaining the sensor quality metric, configuration of a quality-specific operating mode of the medical device, the quality-specific operating mode comprising separate regulation of basal and bolus deliveries of a fluid medication based on the obtained sensor quality metric.

Abstract: Disclosed is a method of controlling operation of a medical device that regulates delivery of a fluid medication to a user. The method obtains a current sensor-generated value that is indicative of a physiological characteristic of the user, and is produced in response to operation of a continuous analyte sensor device. The method continues by: calculating a sensor quality metric that indicates reliability and trustworthiness of the current sensor-generated value; adjusting, in response to the calculated sensor quality metric, therapy actions of the medical device to configure a quality-specific operating mode of the medical device; managing generation of user alerts at the medical device in response to the calculated sensor quality metric; and regulating delivery of the fluid medication from the medical device, in accordance with the current sensor-generated value and the quality-specific operating mode of the medical device.

Abstract: A system includes a medical device that regulates delivery of medication to a user, a sleep detection system configured to generate user status data that indicates sleeping status of the user, and configured to communicate the user status data, and at least one controller that controls alerts associated with operation of the medical device. The at least one controller receives the user status data generated by the sleep detection system, determines, from the user status data, that the user is sleeping, activates a sleep mode alerting scheme of the medical device when it determines that the user is sleeping, and, after activating the sleep mode alerting scheme, controls generation and outputting of alerts associated with operation of the medical device in accordance with the sleep mode alerting scheme.

Abstract: Techniques disclosed herein relate to providing guidance for configuring a medical device to a user in response to detected gestures of the user. In some embodiments, the techniques involve obtaining sensor data indicative of one or more gestures of a user of a medical device, and detecting a configuration procedure being performed on the medical device by the user based on the sensor data, where the configuration procedure includes a sequence of tasks to be performed by the user to configure the medical device. The techniques also involve determining one or more tasks of the configuration procedure that have been performed by the user based on the sensor data, identifying a subsequent task of the configuration procedure to be performed by the user based on the one or more tasks, and generating guidance information for performing the subsequent task of the configuration procedure.

Abstract: Medical devices and related guidance systems and methods for interactive patient guidance are provided. An exemplary method of interactively providing guidance facilitating operation of a medical device involves identifying, at a computing device communicatively coupled to the medical device, a user objective associated with the medical device, obtaining, at the computing device from the medical device, user interface status information corresponding to a current state of a user interface of the medical device, and providing, on a display associated with the computing device, guidance information influenced by the user interface status information and the user objective. Subsequently, updated user interface status information for the infusion device responsive to a user input with respect to the infusion device may be provided to the computing device, with the guidance information being dynamically updated in response to the updated status information.

Abstract: Gesture-informed patient management systems and related medical devices and operating methods are provided. A method of assisting operation of a medical device using a sensing arrangement capable of detecting physical movement by a user involves detecting a configuration procedure performed by the user in response to output of the sensing arrangement indicative of one or more gestures with respect to the medical device by the user, determining a current state of the user within the configuration procedure based at least in part on the one or more gestures with respect to the medical device relative to a sequence of gestures corresponding to a defined sequence of tasks for the configuration procedure, and providing a graphical user interface display on a client device comprising guidance information influenced by the current state within the configuration procedure.

Abstract: Disclosed is a method of controlling operation of a medical device that regulates delivery of a fluid medication to a user. The method obtains a current sensor-generated value that is indicative of a physiological characteristic of the user, and is produced in response to operation of a continuous analyte sensor device. The method continues by: calculating a sensor quality metric that indicates reliability and trustworthiness of the current sensor-generated value; adjusting, in response to the calculated sensor quality metric, therapy actions of the medical device to configure a quality-specific operating mode of the medical device; managing generation of user alerts at the medical device in response to the calculated sensor quality metric; and regulating delivery of the fluid medication from the medical device, in accordance with the current sensor-generated value and the quality-specific operating mode of the medical device.

Abstract: Gesture-informed patient management systems and related medical devices and operating methods are provided. A method of assisting operation of a medical device using a sensing arrangement capable of detecting physical movement by a user involves detecting a configuration procedure performed by the user in response to output of the sensing arrangement indicative of one or more gestures with respect to the medical device by the user, determining a current state of the user within the configuration procedure based at least in part on the one or more gestures with respect to the medical device relative to a sequence of gestures corresponding to a defined sequence of tasks for the configuration procedure, and providing a graphical user interface display on a client device comprising guidance information influenced by the current state within the configuration procedure.

Abstract: A system disclosed here includes an insulin infusion device, a gesture-based physical behavior detection system that generates gesture data for a user, and a controller that controls operation of the insulin infusion device. The controller performs adaptive training of at least one feature, function, setting, or model associated with the insulin infusion device, based at least in part on the sensor data. The controller processes activity-identifying data that indicates a current behavior pattern of the user, and that includes gesture data provided by the gesture-based physical behavior detection system. The controller determines, from the activity-identifying data, that the current behavior pattern differs from a currently implemented therapy behavior pattern of the user, and, in response to the determination, alters the adaptive training of the at least one feature, function, setting, or model.

Abstract: The subject matter of this disclosure generally relates to a medical device system and related methodologies that leverage data associated with the use of a meal transaction application, such as an application for ordering food delivery. Data generated by the meal transaction application can be leveraged by a patient care system or application for purposes of diet or calorie logging. Alternatively or additionally, the meal transaction data can be leveraged for purposes of controlling the administration of therapy by a medication delivery system, such as an insulin infusion pump.

Abstract: Glucose-related alarms may be generated based on glucose predictions, which may be short-to-medium term. The glucose predictions, in turn, may be computed based on a multiplicity of input data sources which may be indicative of the current and future states of the user, as well as the user's infusion pump and overall glucose management system. The input data may include, e.g., meal information, motion/exercise information, insulin information, glucose, and pump- and sensor-related metrics. In addition, the computed glucose predictions may be based on the system's expected insulin-delivery response. The computed glucose predictions inform the determination as to whether, when, and how, to sound a certain glucose alarm, or display a certain glucose alert to the user.

Abstract: Glucose-related alarms may be generated based on glucose predictions, which may be short-to-medium term. The glucose predictions, in turn, may be computed based on a multiplicity of input data sources which may be indicative of the current and future states of the user, as well as the user's infusion pump and overall glucose management system. The input data may include, e.g., meal information, motion/exercise information, insulin information, glucose, and pump- and sensor-related metrics. In addition, the computed glucose predictions may be based on the system's expected insulin-delivery response. The computed glucose predictions inform the determination as to whether, when, and how, to sound a certain glucose alarm, or display a certain glucose alert to the user.

Abstract: A system includes a medical device that regulates delivery of medication to a user, a sleep detection system configured to generate user status data that indicates sleeping status of the user, and configured to communicate the user status data, and at least one controller that controls alerts associated with operation of the medical device. The at least one controller receives the user status data generated by the sleep detection system, determines, from the user status data, that the user is sleeping, activates a sleep mode alerting scheme of the medical device when it determines that the user is sleeping, and, after activating the sleep mode alerting scheme, controls generation and outputting of alerts associated with operation of the medical device in accordance with the sleep mode alerting scheme.

Abstract: A method of operating an insulin infusion device involves: operating the infusion device in an automatic mode to automatically control delivery of insulin to a user, in accordance with a first target glucose setpoint value; receiving user status data that indicates sleeping status of the user, the user status data generated by a sleep detection system; and determining, from the user status data, that the user is sleeping while the insulin infusion device is operating in the automatic mode. In response to the determining, the method transitions from the first target glucose setpoint value to a second (different) target glucose setpoint value for use during the automatic mode, the transitioning occurring without user input. The method continues to operate the infusion device in the automatic mode to automatically control delivery of insulin to the user, in accordance with the second target glucose setpoint value.

Abstract: Medical devices and related guidance systems and methods for interactive patient guidance are provided. An exemplary method of interactively providing guidance facilitating operation of a medical device involves identifying, at a computing device communicatively coupled to the medical device, a user objective associated with the medical device, obtaining, at the computing device from the medical device, user interface status information corresponding to a current state of a user interface of the medical device, and providing, on a display associated with the computing device, guidance information influenced by the user interface status information and the user objective. Subsequently, updated user interface status information for the infusion device responsive to a user input with respect to the infusion device may be provided to the computing device, with the guidance information being dynamically updated in response to the updated status information.