公开(公告)号：US20230186115A1

公开(公告)日：2023-06-15

申请号：US18066254

申请日：2022-12-14

Applicant: Dexcom, Inc.

Inventor： Afshan A. KLEINHANZL ,  Alexander Michael DIENER ,  Adam G. NOAR, JR. ,  Stacey Lynne FISCHER ,  Chad M. PATTERSON ,  Carly Rose OLSON ,  Michiko Araki KELLEY ,  Amit Premal JOSHIPURA ,  Spencer Troy FRANK ,  Qi AN ,  Abdulrahman JBAILY ,  Sophia PARK ,  Justin Yi-Kai LEE ,  Joost Herman VAN DER LINDEN ,  Mark DERDZINSKI

IPC: G06N5/022

CPC classification number: G06N5/022

Abstract: Systems, devices, and methods for data collection and development as well as providing user interaction policies are provided. In one embodiment, a method includes collecting contextual data for a first subset of a plurality of users. The method further includes generating a first set of contextual profiles for the first subset of the plurality of users based on the collected contextual data. Additionally, the method includes training one or more imputation models to develop the contextual data for the second subset of the plurality of users. The method also includes generating the contextual data for the second subset of the plurality of users using the one or more imputation models. Further, the method includes generating a second set of contextual profiles for the second subset of the plurality of users based on the generated contextual data for the second subset of the plurality of users.

公开(公告)号：US20240420820A1

公开(公告)日：2024-12-19

申请号：US18740381

申请日：2024-06-11

Applicant: Dexcom, Inc.

Inventor： Izabel PETERSON ,  Sonya Ann FRANGOPOULOS ,  Afshan A. KLEINHANZL ,  Stacey Lynne FISCHER ,  James LO ,  Daniya Alisa Petal ULGEN ,  Douglas S. KANTER

IPC: G16H20/30 ,  G06F1/16

Abstract: In some embodiments, one general aspect includes a method of integrating health data from multiple wearables. The method is performed by a system associated with a user and includes receiving, from an analyte sensor system worn by the user, a first time series of analyte levels of the user. The method also includes receiving, from an activity monitor worn by the user, activity information that identifies an activity of a defined activity type. The method also includes correlating the analyte levels to the activity based on a time period of the activity. The method also includes generating, by the system, integrative activity data based on the correlation of the analyte levels to the activity.

公开(公告)号：US20240203584A1

公开(公告)日：2024-06-20

申请号：US18544919

申请日：2023-12-19

Applicant: Dexcom, Inc.

Inventor： Carly Rose OLSON ,  Afshan A. KLEINHANZL ,  Adam G. NOAR ,  Shaw STROTHERS ,  Andrew Merrill TERRY ,  Michiko Araki KELLEY ,  Afsaneh Sofia SADRI ,  Amit Premal JOSHIPURA ,  Benjamin E. WEST ,  Apurv U. KAMATH ,  Michele Leah CAMBOU ,  Alexander Michael DIENER ,  Stacey Lynne FISCHER ,  Douglas S. KANTER ,  Mark DERDZINSKI ,  Chad M. PATTERSON

IPC: G16H40/67

CPC classification number: G16H40/67

Abstract: Techniques for enhancing sharing of a user's analyte data and techniques for enhancing social support provided to users for managing users' health are disclosed.

公开(公告)号：US20240212801A1

公开(公告)日：2024-06-27

申请号：US18545956

申请日：2023-12-19

Applicant: Dexcom, Inc.

Inventor： Stacey Lynne FISCHER ,  Afshan A. KLEINHANZL ,  Sonya Ann FRANGOPOULOS ,  Nikita SRIDHAR ,  Nicholas Alexander FRATI ,  Colton Alfredo Tanner PLAZA ,  Kerry Roller JOHNSON

IPC: G16H10/20 ,  A61B5/145 ,  G16H20/00 ,  G16H50/30

CPC classification number: G16H10/20 ,  A61B5/14532 ,  G16H20/00 ,  G16H50/30

Abstract: Systems, devices, and methods for dynamic determination and presentation of cross-feature correlation insights are provided. In one embodiment, a non-transitory computer readable storage medium storing a program is provided, the program comprising instructions that, when executed by at least one processor of a computing device, cause the at least one processor to perform operations including identifying at least one analyte feature using an analyte feature selection user interface (UI); identifying at least one correlative feature using a correlative feature selection UI; determining an analyte feature trend for the at least one analyte feature; determining a correlative feature trend for the at least one correlative feature; determining at least one cross-feature correlation insight based on the analyte feature and the correlative feature trends; determining a correlation magnitude profile for the at least one cross-feature correlation; and displaying the at least one cross-feature correlation insight using a at least one insight UI.

公开(公告)号：US20240188904A1

公开(公告)日：2024-06-13

申请号：US18538982

申请日：2023-12-13

Applicant: Dexcom, Inc.

Inventor： Afshan A. KLEINHANZL ,  Nicholas Alexander FRATI ,  Kerry Roller JOHNSON ,  James LO ,  Stacey Lynne FISCHER ,  Barbara Weronika SEKUDEWICZ ,  Mackenna Elizabeth LEES ,  John E. GOODE

IPC: A61B5/00 ,  A61B5/145

CPC classification number: A61B5/7435 ,  A61B5/002 ,  A61B5/14532 ,  A61B5/7282 ,  A61B5/7475 ,  A61B5/681

Abstract: Certain embodiments provide a system that generates and presents contemporaneous insight notifications on a display device. The contemporaneous insight notifications are based on measured analyte data provided by a sensor device worn by a user. The insight notifications help the user determine why analyte level fluctuations may be contemporaneously occurring, such as how the user's recent meals, activities, etc., may have impacted the user's measured analyte concentration levels.