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171.
公开(公告)号:US11126492B1
公开(公告)日:2021-09-21
申请号:US16674750
申请日:2019-11-05
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Jason T. Graklanoff , Michael D. Trapani , Scott H. Reid , Raoul J. Paver , James Norberg , Jason A. Pinto
Abstract: A method is provided for diagnosing probable root causes of anomalies in computing environments. The method is performed by an anomaly analytics server in networked communication with hosts. The method includes (a) receiving a topology map; (b) receiving event data associated with each host; (c) receiving an anomaly baseline defining thresholds for identifying an anomalous status in each host application; (d) analyzing the event data and the anomaly baseline to determine a host anomaly status for each host; (e) analyzing the host anomaly status and the topology map to determine a tier anomaly status for each of the host tiers; (f) identifying at least one host tier as a root cause host tier by processing the tier anomaly statuses and the set of tier dependencies; and (g) generating an alert identifying each root cause host tier as a probable root cause of an anomaly.
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公开(公告)号:US11099640B2
公开(公告)日:2021-08-24
申请号:US16196588
申请日:2018-11-20
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Christopher M. Myers
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.
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公开(公告)号:US20210255880A1
公开(公告)日:2021-08-19
申请号:US17307502
申请日:2021-05-04
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Christopher R. Markson , Pritesh J. Shah , Christopher G. Lehmuth
Abstract: A computer system for transforming a user interface according to data store mining includes a data store configured to store a parameter related to a user and index event data of a set of events. A data processing circuit is configured to identify a first set of identifiers and train a machine learning model based on event data by the data store. An interface circuit is configured to receive an indication of a selected identifier of the plurality of identifiers, determine a first intake metric of the selected identifier using the machine learning model, and a second intake metric of the selected identifier and the parameter using the machine learning model. The interface circuit is configured to transform the user interface according to the first intake metric and the second intake metric.
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公开(公告)号:US11087880B1
公开(公告)日:2021-08-10
申请号:US15655647
申请日:2017-07-20
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Pritesh J. Shah , Christopher Markson , Logan R. Meltabarger
Abstract: A method includes defining model attributes of an organizational machine model that organizes feedback data from one or more sources of the feedback data into plural different topic groups based on similarities in concepts expressed in the feedback data. The model attributes represent criteria for establishment of the organizational machine model and include a topic model number that defines how many of the different topic groups are to be created by the organizational machine model and used to organize the feedback data into, a hyperparameter optimization alpha value that defines how likely a feedback datum in the feedback data is to be included in a single topic group of the different topic groupings or multiple topic groups of the different topic groupings, and a hyperparameter optimization beta value that defines how broadly each of the different topic groups are defined relative to the feedback data.
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公开(公告)号:US11056222B1
公开(公告)日:2021-07-06
申请号:US16388047
申请日:2019-04-18
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Balakrishnan Nambirajan , Garret L. Anderson , Heather L. Durosko , Angela Gorbett
IPC: G16H20/10 , G06F16/901 , G06F17/18 , G06N20/00
Abstract: A machine learning system for training a data model to predict data states in medical orders is described. The machine learning system is configured to train a data model to predict whether a medical order requires prior authorization (“PA”) for medical orders within a medical order data set so that related systems may process incoming medical orders with PA determinations predicted by the data model. The machine learning system includes a first data warehouse system. The first prescription processing system generates a data model of historical orders and payer responses, apply a predictive machine learning model to the data model to generate a trained predictor of whether a medical order requires PA, associated with order data, apply the trained predictor to a plurality of production orders to determine PA for each of the plurality of production orders, and process the plurality of production orders with each associated PA determination.
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公开(公告)号:US11030277B1
公开(公告)日:2021-06-08
申请号:US15728471
申请日:2017-10-09
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Logan R. Meltabarger , Pritesh J. Shah , Amit K. Bothra , David A. Tomala , Christopher Markson , Bose Daggubati , Christopher G. Lehmuth
Abstract: A method includes obtaining source data containing feedback information, identifying different phrases of interest in the feedback information, generating count data that indicates how often the different phrases of interest appear in the feedback information, determining counts of how often the phrases of interest appear in the feedback information, and modifying a count that is representative of how often at least one phrase of interest appears in the feedback data. The count is modified by reducing the count by a count of how often another, shorter phrase of interest also appears in the feedback data. The method also includes generating at least one interface respectively reflecting the count data for the different phrases of interest and the count that has been modified.
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公开(公告)号:US20210166795A1
公开(公告)日:2021-06-03
申请号:US17174743
申请日:2021-02-12
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Howard M. Sragow , Elisa D. Kreitzman , Steven V. Russo , Mateen Ahmad
Abstract: A method for matching patient records with persons is provided. The method includes obtaining the patient records and determining whether various patient attributes exclusively include a single value of patient identifiers while other patient attributes do not include the same value, determining whether several patient attributes in the different patient records include a common value, determining whether name segments in the records match, determining whether a difference between last names in the records have a designated affinity, determining how common a patient name is in a population, and/or determining whether dwelling units of addresses in the records match.
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公开(公告)号:US10964420B2
公开(公告)日:2021-03-30
申请号:US16838375
申请日:2020-04-02
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Jonathan W. Joplin
Abstract: A pharmaceutical order filling system uses pucks disposed on a pallet to accommodate a plurality of container sizes into which pharmaceuticals can be dispensed. An order processing device receives a pharmaceutical order and identifies a size of container into which a pharmaceutical in the pharmaceutical order should be dispensed. A pallet sizing and pucking device is configured: to configure a pallet with a plurality of pucks adapted to accommodate containers and to configure the pucks on a pallet in a manner that will facilitate efficient fulfillment of the pharmaceutical order.
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公开(公告)号:US10909492B1
公开(公告)日:2021-02-02
申请号:US14630373
申请日:2015-02-24
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Jacob J. Reinhardt
Abstract: Methods and systems for prescription drug shipping selection are provided. For example, a shipping temperature for a prescription drug may be identified. A forecast temperature may be determined for a shipping origin and a forecast temperature may be determined for a shipping destination. One or more potential packing configurations capable of achieving the shipping temperature between the shipping origin and the shipping destination may be determined. A shipping cost for each of the one or more potential packing configurations may be calculated. Packaging materials and labor cost may additionally be considered. Other methods and systems are described.
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公开(公告)号:US10800565B1
公开(公告)日:2020-10-13
申请号:US14706150
申请日:2015-05-07
Applicant: Express Scripts Strategic Development, Inc.
Inventor: Jonathan W. Joplin
Abstract: A pharmaceutical order filling system uses a physical parameter that occurs during attaching cap to a pharmaceutical container to determine if the cap is properly engaged. The physical parameter may be torque on the cap when placed on the container. An order processing device receives a pharmaceutical order and sends the order to a dispensing device that fills the container with a pharmaceutical in the pharmaceutical order. A cap device is configured to apply the cap the container containing the pharmaceutical from the dispensing device, wherein the cap device is configured to sense the physical parameter, e.g., torque, to the cap when applying the cap to the container.
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