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公开(公告)号：US12026082B2
公开(公告)日：2024-07-02
申请号：US17517739
申请日：2021-11-03
Applicant: Humana Inc.
Inventor： Srirama Murthy Chivukula , Mohan Chintakayala , Sumit Kumar Singh , Keith Hamilton Meyer , Stephen Beasey
CPC classification number: G06F11/3616 , G06F8/73 , G06F11/3688 , G06F21/577 , G06F2221/033
Abstract: Systems and methods for providing an automated quality assurance framework for infrastructure as code (“IaC”) implementations are provided. Pull requests with proposed change to existing IaC source code (“changed code”) are received from user devices, each associated with either a service enablement team member or an applications development team member. Team specific versions of the quality assurance framework are automatically triggered for the changed code which require successful passage through multiple modules in a successive manner before automatically being merged into the existing IaC source code.
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公开(公告)号：US11843664B1
公开(公告)日：2023-12-12
申请号：US17390944
申请日：2021-07-31
Applicant: Humana Inc.
Inventor： Tian Lai , Yuan Yao , Bing Zhang
IPC: H04L67/1097 , H04L9/40 , G06F9/38
CPC classification number: H04L67/1097 , G06F9/3867 , H04L63/104
Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline comprising data pipeline units. The system generates a deployment package for each data pipeline unit for a cloud platform. The system provisions computing infrastructure on the cloud platform according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh. The data pipeline generates one or more data models. The system receives a schema representing a modification in a data model based on a change in the requirements of a consumer system. The system determines the changes to the data pipeline based on the received schema and reconfigures the data pipeline to generate the modified data model. The system manages access control of data to minimize the exposure to data in case of accidental or malicious data breach.
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43.发明授权公开(公告)号：US11698915B1
公开(公告)日：2023-07-11
申请号：US17364368
申请日：2021-06-30
Applicant: Humana Inc.
Inventor： Yuan Yao , Andrew McPherron , Tom Ho , Bing Zhang
IPC: G06F16/25 , G06F16/2457 , G06N7/00 , G06N7/01
CPC classification number: G06F16/254 , G06F16/2457 , G06N7/01
Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.
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公开(公告)号：US20230035564A1
公开(公告)日：2023-02-02
申请号：US17962732
申请日：2022-10-10
Applicant: Humana Inc.
Inventor： Yanting Dong , Jing Fan , Vinay Chiguluri , Vipin Gopal
Abstract: The disclosed computerized system and method facilitates predicting the onset of diabetes or symptom progression in those patients already suffering from the disease. The computerized system and method applies steps to segment the population by predefined member characteristics. Once segmented, the computerized system and method applies a plurality of prediction models to the segmented population data to provide a ranking of members of the population that indicates the likelihood of onset or progression of diabetes for each member.
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45.发明申请公开(公告)号：US20220366279A1
公开(公告)日：2022-11-17
申请号：US17322738
申请日：2021-05-17
Applicant: Humana Inc.
Inventor： Yunliang Cai , Peyman Yousefian , Sravya Etlapur
Abstract: A system uses a machine learning based model to select a channel for communicating with users. The system generates a feature vector based on a user profile of the user. The user profile data includes time series data describing past communications to users and past user actions. The system executes one or more machine learning based models, each machine learning based model configured to receive a feature vector describing a particular user and predict a likelihood of the particular user performing an expected user action responsive to a communication sent via the communication channel. The system selects a communication channel based on the results of the machine learning based models and sends a communication to the user via the selected communication channel.
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Patent Agency Ranking
公开(公告)号：US10971256B2
公开(公告)日：2021-04-06
申请号：US16227773
申请日：2018-12-20
Applicant: Humana Inc.
Inventor： Peter Stephenson
Abstract: A computerized system comprising a social robot for interacting with a patient in order to improve the patient's adherence to a health or medical regime. A patient is instructed to perform a health activity (e.g., take medication, step on scale, measure glucose, play a game) at certain intervals in order to reach a specified goal or expected result. The results of the health activity are recorded in a wireless health device and transmitted to a computer. The computer interprets the result of health activity and communicates an action to the robot. If the patient performs the activity within a specified interval and results are consistent with the specified goal or expected result, the robot communicates a positive reaction. If the patient does not perform the activity within a specified interval, or if the results are not consistent with the specified goal or expected result, the robot communicates a negative reaction.
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公开(公告)号：US10562717B2
公开(公告)日：2020-02-18
申请号：US16247083
申请日：2019-01-14
Applicant: Humana Inc.
Inventor： Atin Kapadia
Abstract: An automated method and system for transporting vials from multiple upstream locations to a downstream location and for combining N number of conveyor lanes from N number of upstream location (e.g., capping stations) down to one conveyor lane. The system is adapted to transport vials from a more-distant upstream location faster than vials from a closer upstream location so that they reach the downstream location at approximately the same time. Guide members placed at an angle to the traveling axis of the conveyor lanes divert the vials onto a single conveyor lane for transporting the vials to a downstream location.
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公开(公告)号：US20190051084A1
公开(公告)日：2019-02-14
申请号：US16161641
申请日：2018-10-16
Applicant: Humana Inc.
Inventor： Ahmed Ghouri , Sheldon Ball
Abstract: A system and method for automating the dispensation of medication is provided. Electronic medical record data including identifying data and medication data for an individual is received at a server. The medication data is analyzed to identify at least one medication for dispensation. An instruction is initiated to load said identified medication in an automated medication dispenser and the automated medication dispenser is loaded with a dosing tray in the form of a replenishable, standardized cartridge. Status data is received from the automated medication dispenser regarding the dispensation of the identified medication and medication dosages remaining. At least one image of a user interacting with the automated medication dispenser is provided from a monitoring component which is in electronic communication with said automated medication dispenser.
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公开(公告)号：US10135653B2
公开(公告)日：2018-11-20
申请号：US15648839
申请日：2017-07-13
Applicant: Humana Inc.
Inventor： Seth Snyder , Katie Wray
Abstract: Interactive communication devices in communication with a central server support ambient communications between two or more remotely located users. Each device has a sensor and a feedback device. The sensors allow the device to sense ‘outgoing’ interaction (e.g., a squeeze or hug), and the feedback devices allow the device to demonstrate ‘incoming’ interactions. A central device is activated when someone interacts with any of the other devices within the network. The other devices in the network—the peripheral devices—are activated both when the interaction originates from the central device as well as from the other peripheral devices. When the server determines that a user has interacted with one of the devices, messages are sent to other devices in the network to reflect the user interaction. The communication devices allow the users in the network to send messages to each other by simply squeezing their respective devices.
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公开(公告)号：US10062455B2
公开(公告)日：2018-08-28
申请号：US15925277
申请日：2018-03-19
Applicant: Humana Inc.
Inventor： Michael Mahar , Atin Kapadia
CPC classification number: G16H20/13 , G06F19/3462 , G07F9/026
Abstract: A pharmaceutical order verification system and method for an automated pharmacy system is disclosed. A computerized line control application controls a dispensing line, facilitates automated dispensing of drugs into vials, and collects and records data for dispensed drug as well as each verification step performed by a pharmacist. In an example embodiment, pharmacist verification occurs in connection with replenishing the drugs in automated tablet counters and in connection with verifying a specified percentage of orders for each automated tablet counter. During the replenishment process, the pharmacist verifies that a replenishment canister has been loaded with the correct drug in the appropriate dosage and strength. During the order verification step, a pharmacist verifies the contents of vial matches the prescription order data. The line control application tracks the number of orders that are identified for pharmacist verification to ensure verification requirements are met for each automated tablet counter.
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