Absstract of: WO2025140661A1
A blood glucose management method, a user interface, and a related apparatus. The blood glucose management method comprises: on the basis of historical blood glucose levels of a user, determining a first mealtime; on the basis of one or more of a mealtime inputted by the user, and body movements and the heart rate of the user, determining a second mealtime; on the basis of the first mealtime and the second mealtime, determining a third mealtime; and assessing a blood glucose health status of the user by means of the third mealtime. Historical mealtimes of a user that are determined using multiple methods are combined to predict a mealtime of the user, so that an electronic device can more accurately assess a blood glucose situation of the user.
Absstract of: WO2025145056A1
Disclosed herein are apparatuses and methods that account for exercise in closed loop insulin delivery systems. The apparatuses and methods disclosed herein address exercise-induced glucose level increases by reducing the target IOB within the closed loop. By reducing the target IOB, the algorithm responds less aggressively to pre-exercise food, and does not build up the IOB that could potentially contribute to undesirably low glucose levels once the exercise also begins lowering glucose levels. Following exercise, because the user's body will not immediately transition to a pre-exercise state, the algorithm will gradually transition back to the initial target IOB.
Absstract of: WO2025145037A1
Disclosed herein are portable infusion pump systems that provide an ability to simultaneously track insulin on board from insulin deliveries from different sources and/or of different types. A user interface can be provided to enable the user to enter insulin delivered from a source other than the portable infusion pump. A simplified calculation for estimating IOB remaining from each insulin delivery enables such calculations to be carried out with the limited memory and processing capacity of the portable infusion pump.
Absstract of: WO2025145024A1
Disclosed herein are improved infusion sets that incorporate halogenated siloxane materials within the composition of an infusion set septum. Such configurations maintain the mechanical robustness of using elastomeric materials for a fluidic septum while providing barrier properties that prevent phenolic preservative from being absorbed out of the infusion set. Infusion sets as disclosed herein are particularly suitable for maintaining insulin's anti-microbial effectiveness over extended wear (e.g., 7 days) to maintain performance of the infusion set during extended wear and reduce the risk of insulin aggregate propagation.
Absstract of: US2019013091A1
User interfaces are needed to alert and inform a person suffering from diabetes or a healthcare provider of possible harmful changes in the patient's blood glucose level. An improved method is presented for issuing an alert regarding a glucose condition of a patient by a diabetes management system. For a given patient, their glucose condition is quantified and presented as a state on a display. Glucose conditions can also be prioritized for a plurality of patients and presented to a healthcare provider.
Absstract of: AU2023415787A1
The present invention provides a sensor applicator assembly for a blood glucose meter, comprising: an applicator; and a body attachment unit which is disposed in the applicator, and which is composed of a housing including an upper frame and a lower frame, wherein the lower frame has a recessed part formed along the entire circumferential section thereof.
Absstract of: WO2025144547A1
A continuous analyte monitoring system includes analyte sensors configured to sense analytes such as lactate and glucose in the tissue of a user. A controller is coupled to the analyte sensors and configured evaluate first samples of outputs of a first analyte sensor and second samples of outputs of a second analyte sensor to determine whether the first samples and the second samples indicate compression of the tissue. The controller compensates for the compression of the tissue with respect to the first samples. A force sensor may be used and may be positioned between a circuit board and a housing, the circuit board supported by supports providing preloading of the force sensor. A force deflector may be used to direct loads away from tissue holding the analyte sensors. A housing may have a flexible lower surface to reduce loading of the tissue.
Absstract of: WO2025140911A1
A method performed by a computer system for monitoring diabetes and comprising: a model explainability phase, comprising steps of: - collecting specific foot data from at least one sensor disposed at least within a shoe insole of a user, - collecting a plurality of trained machine learning models configured for decision-making in diabetes diagnosis based on a plurality of collected data, - based on the plurality of trained machine learning models, generating a plurality of specific machine learning models, said specific machine learning models being specified for decision-making in diabetes diagnosis based on the specific foot data, and a model reliability assessment phase, comprising steps of: - evaluating a reliability of each of the specific machine learning model based on neutrosophic sets and intuitionistic fuzzy sets, - based on the result of the evaluation step, selecting the optimized machine learning model for monitoring diabetes based on the specific foot data.
Absstract of: WO2025145062A1
Disclosed herein are system, method, and computer program product embodiments for calculating accurate doses for medication using improved user interface features that may be implemented as part of an application operating within a continuous glucose monitoring system. The disclosed interface provides an improved user experience when a medication delivery device is disconnected or does not have the ability to query the requisite data.
Absstract of: WO2025141541A1
Systems and methods are provided for enabling and disabling insulin pumps in a multi- pump insulin pump system. For example, multiple pumps (e.g., patch pumps) may be rotated to deliver insulin to a user. In one example, one patch pump may be worn while another patch pump is charging. Once the battery of the patch pump worn by the user is depleted, a mobile device may cause the enabled pump in operation and worn by the user to send the latest pump settings and configuration data to the mobile device which will share the information with the disabled pump. The disabled pump will then update the pump settings based on this information and the mobile device may active the pump such that is now enabled for insulin delivery. The mobile device may also facilitate pairing between the patch pumps and a CGM device as they enabled for use and disabled.
Absstract of: LU505951B1
A method performed by a computer system for monitoring diabetes and comprising: a model explainability phase, comprising steps of: - collecting specific foot data from at least one sensor disposed at least within a shoe insole of a user, - collecting a plurality of trained machine learning models configured for decision-making in diabetes diagnosis based on a plurality of collected data, - based on the plurality of trained machine learning models, generating a plurality of specific machine learning models, said specific machine learning models being specified for decision-making in diabetes diagnosis based on the specific foot data, and a model reliability assessment phase, comprising steps of: - evaluating a reliability of each of the specific machine learning model based on neutrosophic sets and intuitionistic fuzzy sets, - based on the result of the evaluation step, selecting the optimized machine learning model for monitoring diabetes based on the specific foot data.
Absstract of: US2025204816A1
An apparatus for monitoring glucose according to an embodiment of the present invention includes an input unit that obtains first biometric information including a plurality of data points measuring glucose-related information of a subject; a noise removal unit that removes noise information included in the first biometric information; a preprocessing unit that preprocesses the first biometric information from which the noise information is removed to generate second biometric information having a lower sampling rate than the first biometric information; a compensation unit that generates compensation data based on the second biometric information and generates a calibration algorithm based on the compensation data; and a glucose level acquisition unit that acquires a glucose level related to the second biometric information by reflecting the calibration algorithm and a set time delay.
Absstract of: US2025205427A1
Disclosed are techniques to establish initial settings for an automatic insulin delivery device. An adjusted total daily insulin (TDI) factor usable to calculate a TDI dosage may be determined. The adjusted TDI factor may be a TDI per unit of a physical characteristic of the user (e.g., weight) times a reduction factor. The adjusted TDI factor may be compared to a maximum algorithm delivery threshold. Based on the comparison result, the application or algorithm may set a TDI dosage and output a control signal. Blood glucose measurement values may be collected from a sensor over a period of time. A level of glycated hemoglobin of the blood may be determined based on the obtained blood glucose measurement values. In response to the level of glycated hemoglobin, the set TDI dosage may be modified. A subsequent control signal including the modified TDI dosage may be output to actuate delivery of insulin.
Absstract of: US2025204815A1
The present disclosure discloses a photoacoustic diagnostic device. More specifically, the present invention relates to a photoacoustic diagnostic device that detects ultrasound waves generated by irradiating a biological surface with a laser to noninvasively determine blood sugar concentration, or the like in a biological body. According to an embodiment of the present invention, the photoacoustic diagnostic device is equipped with a membrane element manufactured by a micro electro mechanical system (MEMS) process, and instead of mounting an expensive FFT, or the like on a transducer for receiving an ultrasound wave signal radiated from a subject and detecting a resonance peak or using a spectrum analyzer, by detecting multiple resonance peaks through multiple transducers with different resonance frequencies and combining the resonance peaks to perform analysis on blood sugar, or the like, it is possible to provide analysis results with high accuracy that are easy to implement and low cost.
Absstract of: WO2025134124A1
Embodiments of the disclosure generally relates to systems and methods for real time continuous monitoring of glucose. More specifically, the embodiments of the disclosure relate to a device for continuous glucose monitoring (COM), that includes subcutaneous electrochemical sensor, electronics, and algorithms to improve ease of manufacture, use, and more importantly, the welfare of people with diabetes.
Absstract of: US2025204813A1
Devices, systems, and methods herein relate to managing a chronic condition such as diabetes. These systems and methods may obtain patient data from a plurality of devices, integrate the data for analysis of trends that may be presented to the patient and/or health care professional along with an actionable suggestion. In some variations, a method may include the steps of receiving analyte data generated by an analyte measurement device and patient data generated by a patient measurement device. One or more data trends may be generated by analyzing the analyte data against the patient data using a computing device. The device settings of one or more of the analyte measurement device and the computing device may be modified in response to one or more of the data trends.
Absstract of: US2025210156A1
Methods and system to provide glycemic control and therapy management based on monitored glucose data, and current and/or target HbA1C levels are provided.
Absstract of: US2025204814A1
A stretchable, conducting, and redox-active hydrogel with an interpenetrating double-network structure is provided. This structure is formed by infiltrating a brittle pure-gel conducting hydrogel with a stretchable hydrogel. Ferrocene derivatives are immobilized on the chains of the stretchable hydrogel through covalent bonds, and glucose oxidases are crosslinked to the stretchable hydrogel using a room-temperature crosslinker.
Absstract of: WO2025137110A1
Systems and methods are provided for sending a software update to an insulin pump and/or user device used with the insulin pump and selectively enabling and disabling certain functionality (e g., operations, tasks, functions, and/or features) enabled by the software update and/or settings adjusted by the software update. The software update may be in the form of a software package that is sent from a remote device to all insulin pumps or user devices on an insulin pump network. While all devices may receive the same software update it may be desirable to restrict certain functionality and/or settings for some insulin pumps and/or user devices. The insulin pump, user device associated with the insulin pump, and/or remote device in communication with the user device, may determine whether the functionality in the software update should be disabled or otherwise not enabled for a certain insulin pump and/or user device.
Absstract of: AU2023401746A1
Techniques for performing application-layer security and communication over primary invitation channels arc disclosed. In certain embodiments, analyte data is obtained from an analyte sensor electrically coupled to a sensor electronics module of an analyte sensor system. A secret key is established with a display device over one or more primary invitation channels. The analyte data is encrypted using the secret key. The encrypted analyte data is broadcast over the one or more primary invitation channels.
Absstract of: US2025176870A1
A device for determining a glucose concentration in an anterior chamber of a user's eye includes a VCSEL which emits laser light, and an optical element for influencing the laser light and/or an emergent light. The VCSEL and the optical element are configured such that the laser light enters the anterior chamber of the eye. The emergent light from the anterior chamber penetrates into the VCSEL. The device further includes an analysis unit that analyses a resulting self-mixing interference within the VCSEL to determine the glucose concentration.
Absstract of: EP4574023A1
A method for non-invasively estimating blood glucose for estimating a blood glucose value of a user by a computing device (400A, 400B, 2600). The method includes receiving a plurality of electrocardiogram (ECG) waveforms of the user, extracting at least two first ECG features from each of the plurality of ECG waveforms of the user, respectively determining a first feature peak position corresponding to each of the first ECG features, calculating at least one peak distance between the plurality of the first feature peak positions, and estimating the blood glucose value of the user based on the peak distance. The first ECG features are selected from the group consisting of a P-wave, a Q-wave, an R-wave, an S-wave, a T-wave, and a U-wave. Furthermore, a computing device (2600) for non-invasively estimating blood glucose, a device (2700) for non-invasively measuring ECG signal, and a non-transitory computer readable storage medium are utilized for the method.
Absstract of: EP4576110A2
Embodiments described herein relate to a glucose monitoring system having a glucose sensor positioned in contact with interstitial fluid in a body of a user. A transmitter unit is coupled to the glucose sensor and processes data indicative of a plurality of monitored glucose levels from the glucose sensor. A receiver unit receives the processed data from the transmitter unit. The receiver unit comprises a processor and a user interface having a touch-sensitive display to render a plurality of display screens, including a home screen and an alert screen. The home screen is divided into a plurality of simultaneously displayed panels, with a first panel displaying the plurality of monitored glucose levels, a second panel simultaneously displaying a current glucose level and a glucose trend indicator, and a third panel displays status information of a plurality of components of the system. When an alarm condition is detected, the display renders the alert screen in place of one of the first panel, the second panel, or the third panel. The alert screen displays information corresponding to the detected alarm condition. The display affects a further output corresponding to the detected condition in response to user actuation of a portion of the display.
Absstract of: EP4574039A1
An apparatus for monitoring glucose according to an embodiment of the present invention includes an input unit that obtains first biometric information including a plurality of data points measuring glucose-related information of a subject; a noise removal unit that removes noise information included in the first biometric information; a preprocessing unit that preprocesses the first biometric information from which the noise information is removed to generate second biometric information having a lower sampling rate than the first biometric information; a compensation unit that generates compensation data based on the second biometric information and generates a calibration algorithm based on the compensation data; and a glucose level acquisition unit that acquires a glucose level related to the second biometric information by reflecting the calibration algorithm and a set time delay.
Nº publicación: EP4574038A2 25/06/2025
Applicant:
ABBOTT DIABETES CARE INC [US]
Abbott Diabetes Care, Inc
Absstract of: EP4574038A2
Glucose and ketones may be dysregulated singularly or concurrently in certain physiological conditions and may be advantageously assayed together using an analyte sensor capable of detecting both analytes. Certain analyte sensors capable of dual detection may comprise a first working electrode and a second working electrode, a ketones-responsive active area disposed upon a surface of the first working electrode, a glucose-responsive active area comprising a glucose-responsive enzyme disposed upon a surface of the second working electrode, a membrane having a first portion overcoating the ketones-responsive active area and a second portion overcoating the glucose-responsive active area, in which the first portion and the second portion have different compositions. The ketones-responsive active area comprises an enzyme system comprising at least two enzymes that are capable of acting in concert to facilitate detection of ketones.