公开(公告)号：US20210177317A1

公开(公告)日：2021-06-17

申请号：US17114204

申请日：2020-12-07

Applicant: DexCom, Inc.

Inventor： Andrew Scott Parker ,  Annika Emilie Kristina Jimenez ,  Chad Patterson ,  Subrai Girish Pai ,  Apurv Ullas Kamath

IPC: A61B5/145 ,  A61B5/00 ,  G06N3/08

Abstract: Multi-state engagement with continuous glucose monitoring (CGM) systems is described. Given the number of people that wear CGM systems and because CGM systems produce measurements continuously, a platform that provides a CGM system may have an enormous amount of data. This amount of data is practically, if not actually, impossible for humans to process. In implementations, a CGM platform includes a data analytics platform that obtains packages of glucose measurements provided by a CGM system and also obtains additional data associated with a user. The data analytics platform generates state information for the user by processing these CGM packages and the additional data, at least in part, by using one or more models. Based on this state information, the data analytics platform controls communication with the user, which may include generating intervention strategies to prevent users from transitioning to a negative state such as discontinuing use of the CGM system.

公开(公告)号：US11712182B2

公开(公告)日：2023-08-01

申请号：US17114204

申请日：2020-12-07

Applicant: DexCom, Inc.

Inventor： Andrew Scott Parker ,  Annika Emilie Kristina Jimenez ,  Chad Patterson ,  Subrai Girish Pai ,  Apurv Ullas Kamath

IPC: A61B5/145 ,  G06N3/08 ,  A61B5/00 ,  G16H40/67 ,  G16H50/50 ,  G16H10/60 ,  G16H50/30 ,  G16H50/70 ,  G16H50/20 ,  A61B5/16 ,  G06Q30/0201

CPC classification number: A61B5/14532 ,  A61B5/0004 ,  A61B5/0022 ,  A61B5/167 ,  A61B5/4833 ,  A61B5/4842 ,  A61B5/7264 ,  A61B5/7275 ,  A61B5/742 ,  A61B5/7475 ,  G06N3/08 ,  G06Q30/0201 ,  G16H10/60 ,  G16H40/67 ,  G16H50/20 ,  G16H50/30 ,  G16H50/50 ,  G16H50/70

Abstract: Multi-state engagement with continuous glucose monitoring (CGM) systems is described. Given the number of people that wear CGM systems and because CGM systems produce measurements continuously, a platform that provides a CGM system may have an enormous amount of data. This amount of data is practically, if not actually, impossible for humans to process. In implementations, a CGM platform includes a data analytics platform that obtains packages of glucose measurements provided by a CGM system and also obtains additional data associated with a user. The data analytics platform generates state information for the user by processing these CGM packages and the additional data, at least in part, by using one or more models. Based on this state information, the data analytics platform controls communication with the user, which may include generating intervention strategies to prevent users from transitioning to a negative state such as discontinuing use of the CGM system.

公开(公告)号：US11696706B2

公开(公告)日：2023-07-11

申请号：US17114211

申请日：2020-12-07

Applicant: DexCom, Inc.

Inventor： Andrew Scott Parker ,  Annika Emilie Kristina Jimenez ,  Chad Patterson ,  Subrai Girish Pai ,  Apurv Ullas Kamath

IPC: A61B5/145 ,  G06N3/08 ,  A61B5/00 ,  G16H40/67 ,  G16H50/50 ,  G16H10/60 ,  G16H50/30 ,  G16H50/70 ,  G16H50/20 ,  A61B5/16 ,  G06Q30/0201

CPC classification number: A61B5/14532 ,  A61B5/0004 ,  A61B5/0022 ,  A61B5/167 ,  A61B5/4833 ,  A61B5/4842 ,  A61B5/7264 ,  A61B5/7275 ,  A61B5/742 ,  A61B5/7475 ,  G06N3/08 ,  G06Q30/0201 ,  G16H10/60 ,  G16H40/67 ,  G16H50/20 ,  G16H50/30 ,  G16H50/50 ,  G16H50/70

Abstract: Multi-state engagement with continuous glucose monitoring (CGM) systems is described. Given the number of people that wear CGM systems and because CGM systems produce measurements continuously, a platform that provides a CGM system may have an enormous amount of data. This amount of data is practically, if not actually, impossible for humans to process. In implementations, a CGM platform includes a data analytics platform that obtains packages of glucose measurements provided by a CGM system and also obtains additional data associated with a user. The data analytics platform generates state information for the user by processing these CGM packages and the additional data, at least in part, by using one or more models. Based on this state information, the data analytics platform controls communication with the user, which may include generating intervention strategies to prevent users from transitioning to a negative state such as discontinuing use of the CGM system.

公开(公告)号：US20220202320A1

公开(公告)日：2022-06-30

申请号：US17563943

申请日：2021-12-28

Applicant: DexCom, Inc.

Inventor： Alexander Michael Diener ,  Stacey Fischer ,  Shaw Strothers ,  Justin Yuen ,  Chad Patterson ,  Apurv Kamath ,  Drew Terry ,  Margaret A. Crawford ,  Mark Derdzinski ,  Sarah Kate Pickus ,  Lauren Hruby Jepson ,  Adam Noar ,  Douglas Scott Kanter ,  Sonya Ann Sokolash

IPC: A61B5/145 ,  A61B5/00

Abstract: User interfaces for glucose insight presentation are leveraged. A glucose monitoring application is configured to process glucose measurements to determine one or more glucose insights, e.g., about a user's glucose. The glucose measurements, for example, may be obtained from a glucose monitoring device that collects glucose measurements of the user at predetermined intervals, e.g., every five minutes. The glucose monitoring application configures a user interface, based on configuration data, to present one or more visual elements representative of the one or more glucose insights. For example, the glucose monitoring application may configure the user interface to include a visual element in the form of a color field which represents whether the user's current glucose measurement (e.g., the most recent glucose measurement obtained from the glucose monitoring device) is below, within, or above a glucose range.

公开(公告)号：US20220202319A1

公开(公告)日：2022-06-30

申请号：US17556822

申请日：2021-12-20

Applicant: DexCom, Inc.

Inventor： Margaret A. Crawford ,  Linda Schertzer ,  Andrea J. Jackson ,  Douglas Scott Kanter ,  Giada Acciaroli ,  Chad Patterson ,  Apurv Kamath ,  Alexander Michael Diener ,  Drew Terry ,  Mark Derdzinski ,  Sarah Kate Pickus ,  Lauren Hruby Jepson ,  Adam Noar

IPC: A61B5/145 ,  A61B5/00 ,  A61B5/11

Abstract: Meal and activity logging with a glucose monitoring interface is described. A glucose monitoring application is configured to display a user interface that includes a glucose graph that plots glucose measurements of a user over time. The glucose measurements, for example, may be obtained from a glucose monitoring device that collects glucose measurements of the user at predetermined intervals, e.g., every five minutes. Unlike conventional event logging approaches, the glucose monitoring application displays representations of logged events in the user interface along with the glucose graph. The logged events, for example, may include meals consumed by the user, and/or various activities performed by the user, such as exercise, meditation, sleep, and so forth. Notably, the glucose monitoring application controls the display of the event representations to be presented at positions on the glucose graph that correspond to times associated with the respective events.

公开(公告)号：US20210183508A1

公开(公告)日：2021-06-17

申请号：US17114211

申请日：2020-12-07

Applicant: DexCom, Inc.

Inventor： Andrew Scott Parker ,  Annika Emilie Kristina Jimenez ,  Chad Patterson ,  Subrai Girish Pai ,  Apurv Ullas Kamath

IPC: G16H40/67 ,  G16H10/60 ,  G16H50/70 ,  G16H50/50 ,  G16H50/30 ,  G16H50/20 ,  G06Q30/02 ,  A61B5/145 ,  A61B5/00 ,  A61B5/16

Abstract: Multi-state engagement with continuous glucose monitoring (CGM) systems is described. Given the number of people that wear CGM systems and because CGM systems produce measurements continuously, a platform that provides a CGM system may have an enormous amount of data. This amount of data is practically, if not actually, impossible for humans to process. In implementations, a CGM platform includes a data analytics platform that obtains packages of glucose measurements provided by a CGM system and also obtains additional data associated with a user. The data analytics platform generates state information for the user by processing these CGM packages and the additional data, at least in part, by using one or more models. Based on this state information, the data analytics platform controls communication with the user, which may include generating intervention strategies to prevent users from transitioning to a negative state such as discontinuing use of the CGM system.

公开(公告)号：US20210177316A1

公开(公告)日：2021-06-17

申请号：US17114182

申请日：2020-12-07

Applicant: DexCom, Inc.

Inventor： Andrew Scott Parker ,  Annika Emilie Kristina Jimenez ,  Chad Patterson ,  Subrai Girish Pai ,  Apurv Ullas Kamath

IPC: A61B5/145 ,  A61B5/00

Abstract: Multi-state engagement with continuous glucose monitoring (CGM) systems is described. Given the number of people that wear CGM systems and because CGM systems produce measurements continuously, a platform that provides a CGM system may have an enormous amount of data. This amount of data is practically, if not actually, impossible for humans to process. In implementations, a CGM platform includes a data analytics platform that obtains packages of glucose measurements provided by a CGM system and also obtains additional data associated with a user. The data analytics platform generates state information for the user by processing these CGM packages and the additional data, at least in part, by using one or more models. Based on this state information, the data analytics platform controls communication with the user, which may include generating intervention strategies to prevent users from transitioning to a negative state such as discontinuing use of the CGM system.