SYSTEM AND METHOD FOR PROVIDING MODEL-BASED PREDICTIONS OF ACTIVELY MANAGED PATIENTS

The present disclosure pertains to a system for providing model-based predictions of actively managed patients. In some embodiments, the system (i) obtains a collection of information related to a payer-attributed population of patients associated with a provider; (ii) extracts, from the collection...

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Bibliographic Details
Main Authors LAUTE, Niels, TESANOVIC, Aleksandra, LLOYD, David, CAFFAREL, Jennifer
Format Patent
LanguageEnglish
Published 12.08.2021
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Summary:The present disclosure pertains to a system for providing model-based predictions of actively managed patients. In some embodiments, the system (i) obtains a collection of information related to a payer-attributed population of patients associated with a provider; (ii) extracts, from the collection of information, health insurance claims data, clinical data, process data, and patient encounter data; (iii) provides the health insurance claims data, clinical data, process data, and patient encounter data to a machine learning model to train the machine learning model; (iv) causes the machine learning model to predict familiarity values associated with patients of the population of patients; and (v) generates a provider assessment based on the familiarity values and the collection of information.
Bibliography:Application Number: US201917054554