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US Patent 11545260 Channel-specific engagement machine learning architecture

Patent 11545260 was granted and assigned to Express Scripts on January, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Express Scripts
Express Scripts
0
Current Assignee
Express Scripts
Express Scripts
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
115452600
Patent Inventor Names
Varun Tandra0
Bradley D. Flynn0
Christopher G. Lehmuth0
Pritesh J. Shah0
Amit K. Bothra0
Date of Patent
January 3, 2023
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Patent Application Number
170955040
Date Filed
November 11, 2020
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Patent Citations
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US Patent 10140422 Progression analytics system
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US Patent 10120979 Predicting glucose trends for population management
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US Patent 10872131 Progression analytics system
Patent Primary Examiner
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Devin C Hein
0

A computer-implemented method includes generating an intervention model for a population of users based on engagement data indicating successfulness of prior interventions for each of the population of users. Each prior intervention corresponds to one of multiple engagement channels, and the intervention model includes multiple channel-specific models. The method includes supplying data related to a first user as input to the intervention model to determine multiple channel-specific intervention expectations. Each channel-specific intervention expectation indicates a likelihood that the first user will take action in response to an intervention being executed using the corresponding engagement channel. The method includes determining a likelihood of a gap in care for the first user, and in response to the gap in care likelihood exceeding a minimum threshold, selecting a first intervention according to the channel-specific intervention expectation that has a highest determined value, and scheduling the selected first intervention for execution.

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