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    SYSTEM AND METHOD FOR STRESS PROFILING AND PERSONALIZED STRESS INTERVENTION RECOMMENDATION
    1.
    发明公开
    SYSTEM AND METHOD FOR STRESS PROFILING AND PERSONALIZED STRESS INTERVENTION RECOMMENDATION 审中-公开

    公开(公告)号：US20240079137A1

    公开(公告)日：2024-03-07

    申请号：US17930017

    申请日：2022-09-06

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Viswam Nathan ,  Md Mahbubur Rahman ,  Jilong Kuang ,  Jun Gao

    IPC: G16H50/20 ,  G16H40/67

    CPC classification number: G16H50/20 ,  G16H40/67

    Abstract: A method includes receiving stress-related measurements collected by one or more stress sensors, where the stress-related measurements represent one or more physiological responses of a user to a stressor. The method also includes receiving context data collected by one or more context sensors, where the context data represents a context associated with the user. The method further includes determining stress profile features associated with the user based on the stress-related measurements. The method also includes providing the stress profile features to a trained stress profile identification machine learning model to select a stress profile from among multiple candidate stress profiles for association with the user. The method further includes providing the selected stress profile and the context data to a trained stress intervention recommendation machine learning model to select a stress intervention activity for the user. In addition, the method includes recommending the selected stress intervention activity to the user.

    SYSTEMS AND METHODS TO DETECT AND CHARACTERIZE STRESS USING PHYSIOLOGICAL SENSORS
    2.
    发明公开
    SYSTEMS AND METHODS TO DETECT AND CHARACTERIZE STRESS USING PHYSIOLOGICAL SENSORS 审中-公开

    公开(公告)号：US20230233123A1

    公开(公告)日：2023-07-27

    申请号：US18156292

    申请日：2023-01-18

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Md Mahbubur Rahman ,  Viswam Nathan ,  Li Zhu ,  Tousif Ahmed ,  Jungmok Bae ,  Jilong Kuang ,  Jeong Woo Kim ,  Jun Gao

    IPC: A61B5/16 ,  A61B5/00

    CPC classification number: A61B5/165 ,  A61B5/486 ,  A61B5/7246 ,  A61B5/6802 ,  A61B5/7267

    Abstract: A method includes receiving multimodal data collected using at least one wearable device during an assessment window. The method also includes extracting biomarker features from the multimodal data, based on changes in the extracted biomarker features. The method also includes detecting that a stress event occurred during the assessment window. The method also includes accessing a plurality of templates of patterns in biomarker features, wherein a first subset of the templates is associated with unhealthy response to stress and a second subset of the templates is associated with healthy response to stress. The method also includes determining whether the stress event corresponds to a healthy response or an unhealthy response based on similarities between a pattern in the extracted biomarker features and the plurality of templates. The method also includes responsive to the stress event corresponding to an unhealthy response, providing a stress management recommendation.

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