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公开(公告)号：US20220165383A1
公开(公告)日：2022-05-26
申请号：US17100324
申请日：2020-11-20
申请人： Optum, Inc.
摘要： Embodiments of the present disclosure provide methods, apparatus, systems, computing devices, and/or computing entities for causing a medication dispensing device to generate electronic user notifications. According to one embodiment, a method is provided that includes: receiving an attempt data object indicating an end user has communicated a medication access request for a medication; and responsive to receiving the object: receiving a predictive polypharmacy data object generated via processing an end user medication profile, an end user factor profile, and a polypharmacy profile for the medication using a polypharmacy prediction machine learning model indicating an inferred prediction about polypharmacy compatibility; determining, based at least in part on the predictive polypharmacy data object, a confirmation data object indicating a recommended response to the attempt data object; and transmitting the confirmation data object to the medical dispensing device to generate the electronic user notifications communicated to the end user.
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公开(公告)号：US11823782B2
公开(公告)日：2023-11-21
申请号：US16807674
申请日：2020-03-03
申请人： Optum, Inc.
CPC分类号： G16H20/10 , A61M35/00 , A61N1/36021 , A61N1/36031 , A61M2205/3303 , A61M2230/00 , A61M2230/06 , A61M2230/30 , A61M2230/42 , A61M2230/50 , A61M2230/62 , A61M2230/63
摘要： Certain embodiments provide systems, methods, and computer program products that administer pain management treatments remotely, according to a dynamic prescription. In some embodiments, the dynamic prescription provides for changes in a dosage of a medication or electrical stimulation, based for instance upon changes in the patient's pain tolerance level, biological indicators, or behavioral characteristics. In some embodiments, if it is determined that a dosage change is needed, the dosage change can be compared against the dynamic prescription to determine whether the dosage change is permitted within the scope of the dynamic prescription. In some embodiments, if the dosage change is determined to be outside what is permitted by the scope of the dynamic prescription, the updated dosage information can be provided to the patient's physician for authorization of the updated dosage.
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3.发明授权公开(公告)号：US11410778B2
公开(公告)日：2022-08-09
申请号：US16274763
申请日：2019-02-13
申请人： Optum, Inc.
摘要： Methods, apparatus, systems, computing devices, computing entities, and/or the like for using machine learning to predict micropopulation risk scores and use the micropopulation risk scores to predict a composite risk score. The composite risk score and it associated attributes can be used to provide notifications/messages and provide dynamic content to a mobile app.
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公开(公告)号：US20210365854A1
公开(公告)日：2021-11-25
申请号：US17025311
申请日：2020-09-18
申请人： Optum, Inc.
IPC分类号： G06Q10/06
摘要： There is a need for more reliable and efficient performing predictive data analysis to generate optimal testing arrangements. This need can be addressed by, for example, solutions for performing for probabilistic testing optimization. In one example, a method includes identifying agent activity data for a plurality of monitored agent profiles; determining, based at least in part on the agent activity data, a plurality of monitored agent clusters; determining, based at least in part on the agent activity data and the plurality of monitored agent clusters, a per-agent risk score for each monitored agent profile; for each monitored agent cluster, determining a per-cluster risk score based at least in part on each per-agent risk score for the monitored agent cluster; selecting a predefined number of target agent profiles in accordance with a testing optimization policy; and enabling access to output data describing the predefined number of target agent profiles in order to facilitate performing one or more testing operations.
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公开(公告)号：US20210241869A1
公开(公告)日：2021-08-05
申请号：US16780184
申请日：2020-02-03
申请人： Optum, Inc.
摘要： Systems and methods are configured for maintaining identifying data of a first user in association with a personal device of the first user; maintaining a rolling recording of medical data generated at the personal device of the first user, wherein the rolling recording encompasses data generated during a defined duration of time; receiving a request to access the medical data from a second device, wherein the request comprises authorization credentials associated with the second device; and upon verification that the authorization credentials are associated with an authorized user, providing, to the second device, access to the rolling recording of medical data generated at the personal device of the first user.
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6.发明申请公开(公告)号：US20200258634A1
公开(公告)日：2020-08-13
申请号：US16274763
申请日：2019-02-13
申请人： Optum, Inc.
摘要： Methods, apparatus, systems, computing devices, computing entities, and/or the like for using machine learning to predict micropopulation risk scores and use the micropopulation risk scores to predict a composite risk score. The composite risk score and it associated attributes can be used to provide notifications/messages and provide dynamic content to a mobile app.
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公开(公告)号：US20200228550A1
公开(公告)日：2020-07-16
申请号：US16245858
申请日：2019-01-11
申请人： Optum, Inc.
摘要： There is a need for solutions that perform predictive natural language processing with improved efficiency and/or accuracy. This need can be addressed by, for example, by detecting an anomaly condition in the service provider system based on affected user activity data items associated with the service provider system; determining affected user profiles, wherein each affected user profile is predicted to experience the anomaly condition; determining, for each group of affected user profiles, affected user intentions based user activity data items associated with the group of affected user profiles; generating a support communication for each affected user profile in the group of affected user profiles based on the affected user intentions for the group; and causing a transmission of each support communication to each affected user profile in the group of affected user profiles.
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公开(公告)号：US20220101971A1
公开(公告)日：2022-03-31
申请号：US17034049
申请日：2020-09-28
申请人： Optum, Inc.
摘要： There is a need for more accurate and more efficient optimized delivery prediction operations. This need can be addressed by, for example, techniques for performing a plurality of optimized drug need prediction iterations in order to generate corresponding optimized delivery predictions. In one example, a method includes: performing a plurality of optimized drug need prediction iterations, wherein: each optimized drug need prediction iteration of the plurality of optimized drug need predictions is configured to generate an optimized delivery prediction for the optimized drug need prediction iteration; and performing the optimized drug delivery based at least in part on each optimized delivery prediction for an optimized drug need prediction iteration of the plurality of optimized drug need predictions.
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公开(公告)号：US11200970B2
公开(公告)日：2021-12-14
申请号：US16780184
申请日：2020-02-03
申请人： Optum, Inc.
摘要： Systems and methods are configured for maintaining identifying data of a first user in association with a personal device of the first user; maintaining a rolling recording of medical data generated at the personal device of the first user, wherein the rolling recording encompasses data generated during a defined duration of time; receiving a request to access the medical data from a second device, wherein the request comprises authorization credentials associated with the second device; and upon verification that the authorization credentials are associated with an authorized user, providing, to the second device, access to the rolling recording of medical data generated at the personal device of the first user.
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公开(公告)号：US11140182B2
公开(公告)日：2021-10-05
申请号：US16245858
申请日：2019-01-11
申请人： Optum, Inc.
摘要： There is a need for solutions that perform predictive natural language processing with improved efficiency and/or accuracy. This need can be addressed by, for example, by detecting an anomaly condition in the service provider system based on affected user activity data items associated with the service provider system; determining affected user profiles, wherein each affected user profile is predicted to experience the anomaly condition; determining, for each group of affected user profiles, affected user intentions based user activity data items associated with the group of affected user profiles; generating a support communication for each affected user profile in the group of affected user profiles based on the affected user intentions for the group; and causing a transmission of each support communication to each affected user profile in the group of affected user profiles.
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