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    PREDICTION SYSTEM, PREDICTION METHOD, AND STORAGE MEDIUM
    11.
    发明公开
    PREDICTION SYSTEM, PREDICTION METHOD, AND STORAGE MEDIUM 审中-公开

    公开(公告)号：US20240013069A1

    公开(公告)日：2024-01-11

    申请号：US18134637

    申请日：2023-04-14

    Applicant: TOYOTA JIDOSHA KABUSHIKI KAISHA

    Inventor： Osamu TANIAI ,  Takeshi MATSUI

    IPC: G06N5/022 ,  G06Q10/02 ,  G16H40/20

    CPC classification number: G06N5/022 ,  G06Q10/02 ,  G16H40/20

    Abstract: The prediction system stores a learned model that is machine-learned so as to input electronic medical record data in which information indicating the necessity of use of the medical device is described and on-loan device data indicating a loan result including a result of the medical device being lent and a result of the medical device being lent, and output an end time prediction result, using learning data including lending result data indicating a result of the medical device being lent and electronic medical record data in which information indicating the necessity of use of the medical device is described. The prediction system inputs, into the learned model, rented device data indicating the medical device being lent and electronic medical record data in which information indicating the necessity of use of the medical device is described, and acquires the end time prediction result.

    PREDICTION SYSTEM, PREDICTION METHOD, AND STORAGE MEDIUM
    18.
    发明公开
    PREDICTION SYSTEM, PREDICTION METHOD, AND STORAGE MEDIUM 审中-公开

    公开(公告)号：US20240013045A1

    公开(公告)日：2024-01-11

    申请号：US18136010

    申请日：2023-04-18

    Applicant: TOYOTA JIDOSHA KABUSHIKI KAISHA

    Inventor： Osamu TANIAI ,  Takeshi MATSUI

    IPC: G06N3/08 ,  G16H40/20 ,  G06Q10/02

    CPC classification number: G06N3/08 ,  G16H40/20 ,  G06Q10/02

    Abstract: The prediction system stores a learned model that is machine-learned so as to output a demand prediction result that is a prediction result of the demand of the medical device by inputting electronic medical record data in which information indicating the necessity of use of the medical device is described, using learning data including loan result data indicating a result of lending the medical device and electronic medical record data in which information indicating the necessity of use of the medical device is described. The prediction system acquires a demand prediction result by inputting the electronic medical record data into the learned model, and inputs an inventory prediction result which is a prediction result of the inventory of the medical device, compares the acquired demand prediction result with the input inventory prediction result, and notifies the medical device lending system when the demand exceeds the inventory.

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