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    Adapting computerized processes for matching patients with clinical trials to increase participant engagement and retention
    1.
    发明授权
    Adapting computerized processes for matching patients with clinical trials to increase participant engagement and retention 有权

    公开(公告)号：US12002064B1

    公开(公告)日：2024-06-04

    申请号：US18124138

    申请日：2023-03-21

    Applicant: VigNet Incorporated

    Inventor： Praduman Jain ,  Josh Schilling ,  Dave Klein

    IPC: G06Q30/0203 ,  G06N20/00

    CPC classification number: G06Q30/0203 ,  G06N20/00

    Abstract: In some implementations, a system is configured to selectively distribute programs to remote devices based on monitoring performed by the remote devices. The system includes a server system that can distribute configuration data for the respective programs to remote devices over a communication network and monitor incoming data received from the remote devices over the communication network. The system can collect, from the respective remote devices, monitoring data that is generated for the programs by the remote devices and is provided over the communication network. The system can adapt a scoring process for prioritizing the plurality of programs for different remote devices based on the collected monitoring data. The system can distribute, to each of one or more of the remote devices, configuration data corresponding to one or more programs identified for the one or more remote devices using the adapted scoring process.

    SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS
    4.
    发明申请
    SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS 有权

    公开(公告)号：US20220188671A1

    公开(公告)日：2022-06-16

    申请号：US17472232

    申请日：2021-09-10

    Applicant: Vignet Incorporated

    Inventor： Praduman Jain ,  Dave Klein ,  Josh Schilling

    IPC: G06N5/04 ,  G06N20/00

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for using machine learning to improve processes for achieving readiness. In some implementations, a database is accessed to obtain status data that indicates activities or attributes of a subject. One or more readiness scores indicating a level of capability of the subject to satisfy one or more readiness criteria are generated. Data is accessed indicating multiple candidate actions for improving capability of the subject to satisfy one or more readiness criteria. A subset of the candidate actions for the subject are selected based on the one or more readiness scores generated using the one or more models. Output is provided to cause one or more of the actions in the selected subset to be performed or cause an indication one or more of the actions in the selected subset to be presented on a user interface.

    SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS
    5.
    发明申请
    SYSTEMS AND METHODS FOR USING MACHINE LEARNING TO IMPROVE PROCESSES FOR ACHIEVING READINESS 有权

    公开(公告)号：US20210241139A1

    公开(公告)日：2021-08-05

    申请号：US16781793

    申请日：2020-02-04

    Applicant: Vignet Incorporated

    Inventor： Praduman Jain ,  Dave Klein ,  Josh Schilling

    IPC: G06N5/04 ,  G06N20/00

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for using machine learning to improve processes for achieving readiness. In some implementations, a database is accessed to obtain status data that indicates activities or attributes of a subject. One or more readiness scores indicating a level of capability of the subject to satisfy one or more readiness criteria are generated. Data is accessed indicating multiple candidate actions for improving capability of the subject to satisfy one or more readiness criteria. A subset of the candidate actions for the subject are selected based on the one or more readiness scores generated using the one or more models. Output is provided to cause one or more of the actions in the selected subset to be performed or cause an indication one or more of the actions in the selected subset to be presented on a user interface.

    Digital health technology selection for digital clinical trials
    6.
    发明授权
    Digital health technology selection for digital clinical trials 有权

    公开(公告)号：US11061798B1

    公开(公告)日：2021-07-13

    申请号：US17163109

    申请日：2021-01-29

    Applicant: Vignet Incorporated

    Inventor： Praduman Jain ,  Josh Schilling ,  Dave Klein ,  Mark James Begale

    IPC: G06F11/34 ,  G06N20/00 ,  A61B5/00

    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for monitoring technology usage and performance. In some implementations, use of a technology item by one or more individuals assigned to use the technology item is monitored. Based on the monitoring, usage data that indicates usage of the technology item is generated. One or more criteria for evaluating the usage of the technology item by the one or more individuals is identified. It is determined whether usage data satisfies the one or more criteria. A system performs at least one of (i) evaluating an alternative technology item for the one or more individuals, or (ii) providing, for display on a user interface, output data indicating whether the usage data satisfies the one or more criteria.

    Systems and methods for identifying markers using a reconfigurable system
    7.
    发明授权
    Systems and methods for identifying markers using a reconfigurable system 有权

    公开(公告)号：US10762990B1

    公开(公告)日：2020-09-01

    申请号：US16264769

    申请日：2019-02-01

    Applicant: VigNet Incorporated

    Inventor： Josh Schilling ,  Praduman Jain

    IPC: G16H40/40 ,  G16H20/10 ,  G16H40/00 ,  G16H15/00 ,  G06Q10/06 ,  G16B40/00

    Abstract: Systems and methods for using a reconfigurable multi-manager observer system to identify markers are provided. The system allows for easy collaboration among users of the system and with subjects. Systems and methods may comprise receiving subject data, selecting predictor and outcome variable classes based on the data, generating a predictor score based on the data and a predictor rule, generating an outcome score based on the data and an outcome rule, generating a marker score based on the predictor score and a marker rule, generating a marker metric based on the outcome score, the marker score, and a marker relationship, and, optionally, taking an action based on the predictor score, the outcome score, the marker score, or the marker metric.

    LOCATION TRACKING USING MULTIPLE DATA SOURCES
    8.
    发明申请
    LOCATION TRACKING USING MULTIPLE DATA SOURCES 有权

    公开(公告)号：US20240395419A1

    公开(公告)日：2024-11-28

    申请号：US17717933

    申请日：2022-04-11

    Applicant: VigNet Incorporated

    Inventor： Praduman Jain ,  Josh Schilling ,  Dave Klein

    IPC: G16H50/80 ,  G16H50/70 ,  H04W4/029

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for automated contact tracing using multiple data sources. In some implementations, a system uses location data generated based on one or more types of signals, such as GPS signals, WI-FI signals, signals from cellular base stations, signals from short-range wireless technology, and so on. The system also prompts users for information regarding their locations and the conditions present at the locations, either at the time a user is present or later. With this information, the system compares the tracked locations for different individuals to identify instances of contacts in which criteria for disease transmission potential are met, e.g., when two individuals have certain levels of proximity and timing. Detected instances of contacts can be used to inform individuals.

    Monitoring and adjusting data collection from remote participants for health research
    9.
    发明授权
    Monitoring and adjusting data collection from remote participants for health research 有权

    公开(公告)号：US12007870B1

    公开(公告)日：2024-06-11

    申请号：US17980383

    申请日：2022-11-03

    Applicant: VigNet Incorporated

    Inventor： Praduman Jain ,  Josh Schilling ,  Dave Klein ,  Aditya Krishnamurthy Naik ,  Kent John Lockhart

    IPC: G06F11/34 ,  G06F3/048

    CPC classification number: G06F11/3495 ,  G06F3/048

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for providing interfaces for altering operation of remote devices. In some implementations, a system stores monitoring parameter values for a monitoring program, where the monitoring parameter values specify data collection to perform using remote devices. The system collects monitoring data from remote devices over a communication network according to the monitoring parameter values for the monitoring program. The system provides user interface data for a user interface that presents or describes at least a portion of the monitoring data collected for the monitoring program. In response to user interaction with a displayed element in the user interface, the system can present (i) a monitoring parameter value used to collect data represented by the displayed element and (ii) an interactive user interface element configured to adjust collection of the type of data represented by the display element.

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