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ARTIFICIAL INTELLIGENCE-BASED APPARATUS AND METHOD FOR PANCREATIC FROZEN SECTION EXAMINATION AND DIAGNOSIS

Publication No.:  WO2025147163A1 10/07/2025
Applicant: 
THE CATHOLIC UNIV OF KOREA INDUSTRY ACADEMIC COOPERATION FOUNDATION [KR]
\uAC00\uD1A8\uB9AD\uB300\uD559\uAD50 \uC0B0\uD559\uD611\uB825\uB2E8
WO_2025147163_A1

Absstract of: WO2025147163A1

The present disclosure relates to an artificial intelligence-based apparatus and method for pancreatic frozen section examination and diagnosis. The apparatus comprises: a memory; and a processor including an artificial intelligence engine for the pancreatic frozen section examination and diagnosis, wherein the processor can acquire a first frozen section image of the pancreas, acquire a second frozen section image corresponding to the first frozen section image of the pancreas, and generate and provide a diagnosis result for the pancreatic frozen section examination on the basis of the first frozen section image and the second frozen section image by using the artificial intelligence engine.

SYSTEMS, DEVICES, AND METHODS FOR WELLNESS MONITORING WITH PHYSIOLOGICAL SENSORS

Publication No.:  WO2025146479A1 10/07/2025
Applicant: 
LINGO SENSING TECH UNLIMITED COMPANY [IE]
LINGO SENSING TECHNOLOGY UNLIMITED COMPANY
WO_2025146479_PA

Absstract of: WO2025146479A1

Systems and methods for monitoring glucose levels of a user are described. Data indicative of glucose levels of the subject is received. A count is assigned for each glucose episode based at least on an area under the curve of the each glucose episode in a dataset of time- correlated glucose data. A running sum of counts for each glucose episode in a time period is calculated. The running sum of the counts may be displayed in a numerator of a fraction and a target count goal in a denominator of the fraction. A progress indicator representative of the running sum of the counts relative to a target count goal for the time period may also be displayed. A length of a variable portion may be proportional to the running sum of the counts, and a total length of the progress indicator may be proportional to the target count goal.

MULTI-HEAD CONVOLUTIONAL NETWORK FOR AVERAGE GLUCOSE PREDICTION

Publication No.:  EP4581644A1 09/07/2025
Applicant: 
GOOGLE LLC [US]
Google LLC
KR_20250047337_PA

Absstract of: CN119731745A

Systems and methods for determining a glucose value of a user are disclosed herein. The method includes: receiving a plurality of data inputs associated with biometric data of a user, the plurality of data inputs including at least one data input representing past estimated glucose values of the user; and processing the plurality of data inputs with a multi-head temporal convolutional neural network to generate a blood glucose value for the user. The method further includes providing a notification to the user based at least in part on the blood glucose value.

RF BIOSENSING SYSTEM USING RF SENSOR INCLUDING MICRONEEDLE

Publication No.:  WO2025143904A2 03/07/2025
Applicant: 
KIMS BIO LAB [KR]
\uD0B4\uC2A4\uBC14\uC774\uC624\uB7A9 \uC8FC\uC2DD\uD68C\uC0AC

Absstract of: WO2025143904A2

Disclosed is an RF biosensing system using an RF sensor including a glucose-responsive hydrogel-based microneedle. The RF biosensing system measures a sensing signal with a VNA by detecting a sensing signal by using a reader antenna and a reader antenna sensing circuit through a readout coil on the basis of RF biosensing and wireless transmission, via EM coupling between a glucose-responsive hydrogel-based microneedle, which is provided below a flexible substrate so as to be minimally invasively applied in vivo to the skin surface (on-site) of epidermis/dermis/hypodermis of the skin or to skin/fat/muscle tissue, and an RF sensor, which is positioned over the flexible substrate and uses the difference in resonant frequencies within frequencies of 400 to 3,000 MHz, and performs biosensing such as detection of proteins, glucose, and fat in the skin, on the basis of changes in the capacitance of a sensing antenna circuit (LC resonator) of the RF sensor, shifts in resonant frequencies of the LC resonator, and changes in S-parameters.

BLOOD GLUCOSE LEVEL MEASUREMENT DEVICE

Publication No.:  WO2025141628A1 03/07/2025
Applicant: 
NGK INSULATORS LTD [JP]
\u65E5\u672C\u788D\u5B50\u682A\u5F0F\u4F1A\u793E

Absstract of: WO2025141628A1

This blood glucose level measurement device comprises: a sensor unit that measures the blood glucose level of a user; a communication unit that transmits, to the outside, data representing the blood glucose level measured by the sensor unit; a flexible, sheet-shaped battery that supplies power to the sensor unit and the communication unit; a flexible, plate-shaped circuit unit that controls the operation of the communication unit; and a mounting unit that is configured to be mounted on the body of the user. The peak current of the battery is 20 mA or more.

Peritoneal Dialysis System with Sensors and Configured to Diagnose Peritonitis

Publication No.:  AU2025204350A1 03/07/2025
Applicant: 
BAXTER INT INC
BAXTER HEALTHCARE SA
Baxter International Inc,
Baxter Healthcare SA
AU_2025204350_A1

Absstract of: AU2025204350A1

Peritoneal dialysis, such as automated peritoneal dialysis (“APD”) is provided with any one or more or all of the following sensing or feedback features: impedance sensing to detect peritonitis, temperature sensing to detect peritonitis, bio-MEMS sensing to detect peritonitis, and glucose control for diabetes patients, wherein each sensing or feedback feature analyzes patient effluent fluid or fluid dwelling within a patient’s peritoneal cavity. Peritoneal dialysis, such as automated peritoneal dialysis ("APD") is provided with any one or more or all of the following sensing or feedback features: impedance sensing to detect peritonitis, temperature sensing to detect peritonitis, bio-MEMS sensing to detect peritonitis, and glucose control for diabetes patients, wherein each sensing or feedback feature analyzes patient effluent fluid or fluid dwelling within a patient's peritoneal cavity. un u n e r i t o n e a l d i a l y s i s , s u c h a s a u t o m a t e d p e r i t o n e a l d i a l y s i s ( " " ) i s p r o v i d e d w i t h a n y o n e o r m o r e o r a l l o f t h e f o l l o w i n g s e n s i n g o r f e e d b a c k f e a t u r e s : i m p e d a n c e s e n s i n g t o d e t e c t p e r i t o n i t i s , t e m p e r a t u r e s e n s i n g t o d e t e c t p e r i t o n i t i s , b i o - s e n s i n g t o d e t e c t p e r i t o n i t i s , a n d g l u c o s e c o n t r o l f o r d i a b e t e s p a t i e n t s , w h e r e i n e a c h s e n s i n g o r f e e d b a

WIRED IMPLANTABLE MONOLITHIC INTEGRATED SENSOR CIRCUIT

Publication No.:  US2025213146A1 03/07/2025
Applicant: 
MUJEEB U RAHMAN MUHAMMAD [US]
NAZARI MEISAM HONARVAR [US]
SENCAN MEHMET [US]
MUJEEB-U-RAHMAN MUHAMMAD,
NAZARI MEISAM HONARVAR,
SENCAN MEHMET
AU_2022337136_PA

Absstract of: US2025213146A1

There is provided a glucose sensor system comprising: a transmitter (2) for containing a battery (212), the transmitter being for placement on top of patient skin; a transcutaneous connector (3) comprising at least one conductive path; and an implantable monolithic integrated circuit (I) for placement beneath the patient skin, wherein the implantable monolithic integrated circuit comprises a potentiostat and an electrochemical sensing element; wherein the potentiostat is electrically coupled to the transmitter (2) via the transcutaneous connector (3), and the electrochemical sensing element is configured to sense glucose concentration and generate an electrical signal representative of the glucose concentration, and wherein the potentiostat is electrically connected to the electrochemical sensing element.

METHOD AND COMPUTING DEVICE FOR NON-INVASIVELY ESTIMATING BLOOD GLUCOSE, DEVICE FOR NON-INVASIVELY MEASURING ELECTROCARDIOGRAM SIGNAL, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM

Publication No.:  US2025213145A1 03/07/2025
Applicant: 
SINGULAR WINGS MEDICAL CO LTD [TW]
SINGULAR WINGS MEDICAL CO., LTD
EP_4574023_PA

Absstract of: US2025213145A1

A method for non-invasively estimating blood glucose for estimating a blood glucose value of a user by a computing device. 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 for non-invasively estimating blood glucose, a device for non-invasively measuring ECG signal, and a non-transitory computer readable storage medium are utilized for the method.

GLUCOSE MONITORING METHOD AND SYSTEM

Publication No.:  US2025213202A1 03/07/2025
Applicant: 
UNIV OF LOUISIANA AT LAFAYETTE [US]
UNIVERSITY OF LOUISIANA AT LAFAYETTE
US_2021145370_A1

Absstract of: US2025213202A1

This invention provides a system and method to protect an artificial pancreas' sensor, infusion system, and alert systems from EMI/wireless attacks using a medical software or application, close the gap between sensor glucose and blood glucose, and build a non-invasive hypoglycemia and hyperglycemia false alarm detection scheme with the help of a wristband. This inventive method and system provides a more accurate blood glucose prediction. It comprises preprocessing the CGM readings with Kalman smoothing for sensor error correction improves the robustness of the BG prediction. In one or more embodiments, the inventive system and method uses one or more physiological information such as meal, insulin, aggregations of step count, and preprocessed CGM data. The invention provides a novel approach for leveraging the stacked LSTM based deep RNN model to improve the BG prediction accuracy. The invention provides a special circuits-Transduction Shield-to detect and correct the sensor errors caused by EMI attacks.

COMPRESSION EVENT DETECTION AND PREVENTION

Publication No.:  US2025213191A1 03/07/2025
Applicant: 
DEXCOM INC [US]
Dexcom, Inc

Absstract of: US2025213191A1

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.

SYSTEMS AND METHODS FOR ANALYZING, INTERPRETING, AND ACTING ON CONTINUOUS GLUCOSE MONITORING DATA

Publication No.:  US2025213147A1 03/07/2025
Applicant: 
WELLDOC INC [US]
Welldoc, Inc
AU_2024278555_A1

Absstract of: US2025213147A1

Methods and devices include automated coaching for management of glucose states by receiving a user's glucose levels using a continuous glucose monitoring (CGM) device, determining a time in range (TIR) value, determining a TIR state, receiving a glucose variability (GV) value, determining a GV state, determining a starting state based on the TIR state and the GV state, determining that the starting state corresponds to a non-ideal state, generating an optimized pathway to reach an ideal state based on one or more account vectors such as addressing self-management behavior including food, activity, and medication use. The optimized pathway may further be based on computer detection and classification of significant events of interest over time.

BODY ATTACHABLE UNIT FOR CONTINUOUS BLOOD GLUCOSE MEASUREMENT

Publication No.:  US2025213155A1 03/07/2025
Applicant: 
I SENS INC [KR]
I-SENS, INC
EP_4552558_PA

Absstract of: US2025213155A1

The present disclosure relates to a body attachment unit for continuous blood glucose measurement, in which the body attachment unit is manufactured so as to be assembled in an applicator, thereby minimizing additional work and allowing attachment of the body attachment unit to a body simply by operation of the applicator. In particular, a wireless communication chip is provided in the body attachment unit to enable communication with an external terminal, thereby enabling simple and convenient use without performing additional work of connecting a separate transmitter, and allowing easier maintenance. In addition, activation occurs by a user's operation after the body attachment unit is attached to the body, such that an activation start point in time can be adjusted to an appropriate point in time according to the user's needs, and activation occurs in a stabilized state, thereby providing the body attachment unit allowing more accurate blood glucose measurement.

EXTENDED WEAR INFUSION SET WITH INCREASED INSULIN PRESERVATIVE RETENTION

Publication No.:  US2025213785A1 03/07/2025
Applicant: 
TANDEM DIABETES CARE INC [US]
Tandem Diabetes Care, Inc
US_2025213785_A1

Absstract of: US2025213785A1

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.

Systems and Methods for Enabling and Disabling Insulin Pumps in a Multi-Pump Insulin Pump System

Publication No.:  US2025213784A1 03/07/2025
Applicant: 
TANDEM DIABETES CARE SWITZERLAND SARI [CH]
Tandem Diabetes Care Switzerland S\u00E0ri
US_2025213784_A1

Absstract of: US2025213784A1

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.

MINIMALLY INVASIVE GLUCOSE FORECASTING SYSTEMS, DEVICES, AND METHODS

Publication No.:  US2025218600A1 03/07/2025
Applicant: 
SYNCHNEURO INC [US]
SynchNeuro, Inc
WO_2023183798_PA

Absstract of: US2025218600A1

Glucose forecasting systems and methods that include a minimally invasive scalp-worn behind-the-ear EEG device that includes first and second sensors. With an application on a personal device, analyzing the processed EEG signals with a trained forecasting model and forecasting future glucose levels, of the subject; causing the personal device to visually present on a display information that is indicative of the forecasted future glucose levels.

LIFESTYLE IMPROVEMENT ASSISTANCE SYSTEM AND LIFESTYLE IMPROVEMENT ASSISTANCE PROGRAM

Publication No.:  US2025218565A1 03/07/2025
Applicant: 
NATIONAL UNIV CORPORATION TOKAI NATIONAL HIGHER EDUCATION AND RESEARCH SYSTEM [JP]
NATIONAL UNIVERSITY CORPORATION TOKAI NATIONAL HIGHER EDUCATION AND RESEARCH SYSTEM
WO_2023182396_A1

Absstract of: US2025218565A1

The present disclosure provides a technology capable of appropriately supporting improvement of an individual's lifestyle. The lifestyle improvement support system is provided with an acquisition device capable of acquiring from a target person at least their blood glucose level data, physical activity data, and dietary activity data, as well as a controlling device.

SYSTEMS AND METHODS FOR CONTINUOUS GLUCOSE MONITORING OUTCOME PREDICTIONS

Publication No.:  US2025218598A1 03/07/2025
Applicant: 
WELLDOC INC [US]
Welldoc, Inc
US_2025014760_PA

Absstract of: US2025218598A1

Methods and devices include predicting future glucose and engagement levels for a user by receiving the user's glucose levels collected by a continuous glucose monitoring (CGM) device over a time period, receiving engagement data associated with the user, wherein the engagement data are associated with the user's medication intake, diet, physical activity, laboratory results, and education activity, determining a first glycemia risk index (GRI) value, determining, using a machine learning model and responsive to the user's glucose levels and the engagement data collected over the time period, one or more predictions for future glucose levels for the user including a prediction that a future GRI value is greater than or less than the first GRI value, and determining, using the machine learning model and responsive to the user's engagement data collected over the time period, one or more predictions for future engagement levels.

IMPROVED USER INTERFACE TO ENABLE ACCURATE MEDICATION CALCULATIONS WITH UNCONNECTED DEVICES

Publication No.:  WO2025145062A1 03/07/2025
Applicant: 
ABBOTT DIABETES CARE INC [US]
ABBOTT DIABETES CARE INC

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.

SYSTEMS AND METHODS FOR ENABLING AND DISABLING INSULIN PUMPS IN A MULTI-PUMP INSULIN PUMP SYSTEM

Publication No.:  WO2025141541A1 03/07/2025
Applicant: 
TANDEM DIABETES CARE SWITZERLAND SARL [CH]
TANDEM DIABETES CARE SWITZERLAND S\u00C0RL
US_2025213784_A1

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.

SENSOR APPLICATOR ASSEMBLY FOR BLOOD GLUCOSE METER

Publication No.:  AU2023415787A1 03/07/2025
Applicant: 
I SENS INC
I-SENS, INC
AU_2023415787_PA

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.

DIABETES MANAGEMENT SYSTEM WITH ALERT STATUS INTERFACE AND PATIENT PRIORITIZATION

Publication No.:  ES3031042T3 03/07/2025
Applicant: 
HOFFMANN LA ROCHE
F. Hoffmann-La Roche AG
US_2019013091_A1

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.

EXTENDED WEAR INFUSION SET WITH INCREASED INSULIN PRESERVATIVE RETENTION

Publication No.:  WO2025145024A1 03/07/2025
Applicant: 
TANDEM DIABETES CARE INC [US]
TANDEM DIABETES CARE, INC
US_2025213785_A1

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.

DIABETES MONITORING VIA FOOT PRESSURE ANALYSIS

Publication No.:  WO2025140911A1 03/07/2025
Applicant: 
LUXEMBOURG INSTITUTE OF SCIENCE AND TECH [LU]
LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY

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.

COMPRESSION EVENT DETECTION AND PREVENTION

Publication No.:  WO2025144547A1 03/07/2025
Applicant: 
DEXCOM INC [US]
DEXCOM, INC

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.

SYSTEM AND METHOD FOR INCORPORATING EXERCISE INTO CLOSED-LOOP DIABETES THERAPY

Nº publicación: WO2025145056A1 03/07/2025

Applicant:

TANDEM DIABETES CARE INC [US]
TANDEM DIABETES CARE, INC

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.

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