Predictive modeling of respiratory disease risk and events

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United States of America Patent

PATENT NO 10726954
APP PUB NO 20160314256A1
SERIAL NO

15136667

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Abstract

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An application server predicts respiratory disease risk, rescue medication usage, exacerbation, and healthcare utilization using trained predictive models. The application server includes model modules and submodel modules, which communicate with a database server, data sources, and client devices. The submodel modules train submodels by determining submodel coefficients based on training data from the database server. The submodel modules further determine statistical analysis data and estimates for medication usage events, healthcare utilization, and other related events. The model modules combine submodels to predict respiratory disease risk, exacerbation, rescue medication usage, healthcare utilization, and other related information. Model outputs are provided to users, including patients, providers, healthcare companies, electronic health record systems, real estate companies and other interested parties.

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Patent Owner(s)

Patent OwnerAddress
RECIPROCAL LABS CORPORATION (D/B/A PROPELLER HEALTH)1 S PINCKNEY ST SUITE 610 MADISON WI 53703

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Barrett, Meredith Ann Redwood City, US 7 68
Henderson, Kelly Anne San Francisco, US 3 66
Hogg, Chris San Francisco, US 5 164
Humblet, Olivier Palo Alto, US 6 84
Su, Guangquan Alameda, US 4 98
Tracy, Gregory F Madison, US 24 323
Van, Sickle John David Oregon, US 34 608

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