公开(公告)号：US20240048516A1

公开(公告)日：2024-02-08

申请号：US18488898

申请日：2023-10-17

Applicant: Dexcom, Inc.

Inventor： Andrea J. JACKSON ,  Subrai Girish PAI ,  Mark DERDZINSKI ,  Maritza S. POWELL ,  Joost Herman VAN DER LINDEN ,  Jessica S. LARRABEE

IPC: H04L51/214 ,  G06Q30/0201 ,  G06Q30/0251

CPC classification number: H04L51/214 ,  G06Q30/0201 ,  G06Q30/0264 ,  G06Q30/0271

Abstract: Certain aspects of the present disclosure relate to methods and systems for optimized delivery of communications including content to users of a software application. The method also includes obtaining, by a customer engagement platform (CEP), a set of cohort selection criteria for identifying a user cohort to deliver the content; identifying, by a data analytics platform (DAP), the user cohort to communicate with in accordance with the set of cohort selection criteria; identifying, by the DAP, one or more communication configurations for communicating with one or more sub-groups within the user cohort; and to each user of the user cohort, transmitting one or more communications based on the content and a corresponding communication configuration for a sub-group that may include the corresponding user; and measuring engagement outcomes associated with usage of the corresponding one or more communication configurations in communication with each of the sub-groups.

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：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：US20240172999A1

公开(公告)日：2024-05-30

申请号：US18498548

申请日：2023-10-31

Applicant: Dexcom, Inc.

Inventor： Giada ACCIAROLI ,  Christopher R. HANNEMANN ,  Mark DERDZINSKI ,  Margaret A. CRAWFORD ,  Joost Herman VAN DER LINDEN

IPC: A61B5/00 ,  A61B5/145

CPC classification number: A61B5/7275 ,  A61B5/14532 ,  A61B5/7267

Abstract: Systems, devices, and methods for determining decision support outputs using user-specific analyte level criteria for improving patients' health outcomes 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 receiving sensor data generated by an analyte sensor configured to monitor at least one analyte, determining at least one analyte level criteria for the user for the at least one analyte; determining, using a decision support model, at least one decision support output based on the at least one analyte level criteria, and providing the at least one decision support output to the user.

公开(公告)号：US20240194341A1

公开(公告)日：2024-06-13

申请号：US18503486

申请日：2023-11-07

Applicant: Dexcom, Inc.

Inventor： Joost Herman VAN DER LINDEN ,  Mark DERDZINSKI ,  Margaret A. CRAWFORD ,  Giada ACCIAROLI ,  Christopher R. HANNEMANN

IPC: G16H50/20 ,  G06N3/0985

CPC classification number: G16H50/20 ,  G06N3/0985

Abstract: Systems, devices, and methods for determining user-specific hyperparameters for decision support models 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 performing an initial exploration phase; performing a training phase; and performing an exploration-exploitation phase by: dividing users into an exploration subset and an exploitation subset; determining at least one optimal hyperparameter for each user of the exploitation subset; determining, using the at least one optimal hyperparameter, at least one decision support output for each user of the exploitation subset; randomly assigning at least one hyperparameter to each user of the exploration subset; and determining, using the at least one randomly assigned hyperparameter, at least one decision support output for each user of the exploration subset.

公开(公告)号：US20230077948A1

公开(公告)日：2023-03-16

申请号：US17931531

申请日：2022-09-12

Applicant: Dexcom, Inc.

Inventor： Andrea J. JACKSON ,  Subrai Girish PAI ,  Mark DERDZINSKI ,  Maritza S. POWELL ,  Joost Herman VAN DER LINDEN ,  Jessica S. LARRABEE

IPC: H04L51/214 ,  G06Q30/02

Abstract: Certain aspects of the present disclosure relate to methods and systems for optimized delivery of communications including content to users of a software application. The method also includes obtaining, by a customer engagement platform (CEP), a set of cohort selection criteria for identifying a user cohort to deliver the content; identifying, by a data analytics platform (DAP), the user cohort to communicate with in accordance with the set of cohort selection criteria; identifying, by the DAP, one or more communication configurations for communicating with one or more sub-groups within the user cohort; and to each user of the user cohort, transmitting one or more communications based on the content and a corresponding communication configuration for a sub-group that may include the corresponding user; and measuring engagement outcomes associated with usage of the corresponding one or more communication configurations in communication with each of the sub-groups.