Collapsible, hangable plastic bottle

    公开(公告)号:US12280910B2

    公开(公告)日:2025-04-22

    申请号:US18141787

    申请日:2023-05-01

    Abstract: The present disclosure is directed to bottles that are configured to undergo a controlled collapse in response to pressure being placed on the front and rear walls manually by a user, vacuum forces acting inside the bottle during a tube feeding process, or both. The bottles include a rigid hanging element that is molded into an access channel provided on the base of the bottle, such that the top and sides of the hanging element are fixedly connected with a surface of the container. Due to the presence of the hanging element, the bottle includes hinge lines focus the collapse in the central area of the bottle between the hanging element and the shoulder of the bottle. Accordingly, the present bottles provide both a rigid hanging element and walls that collapse in a controlled manner.

    DUAL ANTIPLATELET THERAPY AND TIME BASED RISK PREDICTION

    公开(公告)号:US20240186019A1

    公开(公告)日:2024-06-06

    申请号:US18514454

    申请日:2023-11-20

    CPC classification number: G16H50/30 G16H50/20 G16H50/70

    Abstract: Systems, apparatuses and methods may provide technology that automatically converts, by a machine learning model, a Shapley plot into a hazard ratio plot. The technology may also identify a set of preoperative baseline characteristics associated with a procedure on a pooled patient population, determine, by a machine learning model, a set of health failure probabilities for a target patient based on the set of preoperative baseline characteristic and a set of preoperative target characteristics, wherein the set of preoperative target characteristics correspond to the target client, and pair, by the machine learning model, each probability in the set of health failure probabilities with a postoperative dual antiplatelet therapy (DAPT) duration for the target patient.

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