NEURAL NETWORK ARTIFICIAL INTELLIGENCE SYSTEM FOR CLASS-BASED MODELING

    公开(公告)号:US20230274845A1

    公开(公告)日:2023-08-31

    申请号:US18144330

    申请日:2023-05-08

    CPC classification number: G16H70/40 G16H50/20

    Abstract: A method includes receiving historical data collected from a client associated with members. The historical data includes per-member metrics for the client and demographic information for the members. The method includes identifying therapeutic classes for the client based on the per-member metrics and the demographic information. The method includes segmenting the historical data into a data set for each therapeutic class. The method includes, for each therapeutic class of the set of therapeutic classes, determining a pattern for the per-member metrics corresponding to the respective therapeutic class, generating a respective predictive model based on the pattern, and training a neural network of the respective predictive model using a two-stage training process. The predictive model is configured to generate, as output for the therapeutic class, a per-member metric prediction for an input period of future time. The method includes generating predictions for the therapeutic classes using the predictive models.

    Pharmacy order filling system and related methods

    公开(公告)号:US11738948B2

    公开(公告)日:2023-08-29

    申请号:US17716298

    申请日:2022-04-08

    CPC classification number: B65G1/1371 G16H20/10 G16H20/13 B65G2201/027

    Abstract: Drug packets may be dispensed as a belt of drug packets. Machine-readable identifiers in the belt may be automatically read to identify drug packets and associate the drug packets with the received orders. The drug packets may be automatically inspected to confirm contents of the drug packets against the received orders. The belt may be automatically separated into segments of drug packets. Each of the segments may correspond to a supply period and each of the drug packets within each of the segments may correspond to a drug dose event for the multi-drug regimen within the supply period. The segments of the belt may be automatically accumulated into belt rolls such that, for each of the belt rolls, a first segment end is on an interior of the belt roll and a second segment end is on an exterior of the belt roll.

    MEDICATION VERIFICATION METHOD AND SYSTEM
    55.
    发明公开

    公开(公告)号:US20230218483A1

    公开(公告)日:2023-07-13

    申请号:US18124672

    申请日:2023-03-22

    Inventor: Kristine Calvin

    Abstract: A medication dispensing system includes an automated dispensing device that includes cells with electronically activated locks. The device is configured to detect when medication counts in the cells fall below predetermined thresholds. The system further includes a plurality of first electronic devices that are associated with some of the cells and that have imagers. In response to any of the medication counts in the cells being below the predetermined threshold, the automated dispensing device is configured to automatically send a replenishment needed notification to the first electronic device associated with the cell. That first electronic device is configured to transmit a picture of a medication to a second electronic device. In response to a positive verification by a user of the second electronic device that the medication in the picture is the correct medication, the second electronic device is configured to transmit an unlock signal to the automated dispensing device.

    Display screen with a transitional graphical user interface

    公开(公告)号:USD989122S1

    公开(公告)日:2023-06-13

    申请号:US29814194

    申请日:2021-11-04

    Abstract: FIG. 1 is a front view of the first image in a sequence for a display with a transitional graphical user interface; and,
    FIG. 2 is a front view of a second image thereof.
    The broken lines shown in the Figures illustrate a display screen and form no part of the claimed design. The broken lines illustrate portions of the graphical user interfaces and form no part of the claimed design. The appearance of the transitional image sequentially transitions between the images shown in FIGS. 1-2. The process or period in which one image transitions to another image forms no part of the claimed design. The various cross-hatched lines shown in the boxes in the Figures indicate relative different colors of the boxes, but otherwise forms no part of the claimed design.

    Systems and methods for pharmaceutical dispensing

    公开(公告)号:US11676440B2

    公开(公告)日:2023-06-13

    申请号:US17827672

    申请日:2022-05-28

    CPC classification number: G07F13/025 A61J7/02 G07F17/0092 G16H20/13

    Abstract: A pharmaceutical dispenser for dispensing a quantity of pharmaceuticals into a container includes a pharmaceutical counter to count and release the quantity of pharmaceuticals. A pharmaceutical outlet delivers the quantity of pharmaceuticals to the container. A pharmaceutical gate receives the quantity of pharmaceuticals from the pharmaceutical counter. The pharmaceutical gate includes a receiver sized and shaped to define a pharmaceutical receiving space to hold the quantity of pharmaceuticals. The receiver moves between a receiving position and a dispensing position. In the receiving position, the receiver receives the quantity of pharmaceuticals in the pharmaceutical receiving space from the pharmaceutical counter. In the dispensing position, the receiver dispenses the quantity of pharmaceuticals toward the pharmaceutical outlet.

    Systems and methods for pharmaceutical package delivery

    公开(公告)号:US11639262B2

    公开(公告)日:2023-05-02

    申请号:US17981570

    申请日:2022-11-07

    Abstract: A pharmaceutical package for carrying a pharmaceutical container includes a first housing and a second housing in the first housing. The second housing defines a compartment sized and shaped to receive and carry the pharmaceutical container. A gas chamber is disposed between the first and second housings. The gas chamber is configured to hold a gas in an inflated state of the gas chamber. A passage extends from the first housing to the second housing and defines a passageway extending there-between to allow the pharmaceutical container to be positioned in the compartment of the second housing by moving the pharmaceutical container through the passageway. One or more supports are connected to and extending between the first housing and the second housing. The one or more supports secure and hold the second housing in the first housing.

    Accessibility platform
    59.
    发明授权

    公开(公告)号:US11636252B1

    公开(公告)日:2023-04-25

    申请号:US17000522

    申请日:2020-08-24

    Abstract: Methods and systems for an accessibility system are provided. The methods and systems include operations comprising: receiving a request for a markup language document; obtaining the markup language document; processing a first portion of the markup language document with a machine learning technique to generate a first dictation corresponding to the first portion of the markup language document, the machine learning technique being trained to establish a relationship between a plurality of training markup language documents and training dictations corresponding to the training markup language documents; and replacing the first portion of the markup language document with the first dictation.

    System and method for enhancing a user interface using eye tracking data

    公开(公告)号:US11609630B2

    公开(公告)日:2023-03-21

    申请号:US17409703

    申请日:2021-08-23

    Abstract: A computer system for improving a user interface (UI) is disclosed. The system includes a reinforcement module that obtains (i) a shortest path to a goal in the UI and (ii) user interaction experiments; a distance module that determines a reinforcement distance for each page of the UI based on the user interaction experiments; and a step analysis module that determines a count of times that user interaction experiments indicate a deviation from each step of the shortest path. The determination is based on the determined reinforcement distance for the page of the UI associated with the step. The reinforcement module is configured to, in response to determining that a step requires reinforcement, generate a reinforcement for the step. Generating the reinforcement includes at least one of generating a prompt for an action associated with the step and altering a UI element associated with the step.

Patent Agency Ranking