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US 2021/0202103 A1Published application
Modeling and simulation of current and future health states
Assigneehc1.com Inc.
InventorsBradley A. Bostic, Charles J. Clarke, Ryan C. Kennedy, Peter J. Plantes, Charles David Girard, JR.
Life of this patent
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Abstract
Systems and methods are provided for simulating a patient health state by determining one or more relationships between patient data and historical data, creating enriched data elements based on the determined relationships, and using a machine learning module to compute a current health state for a patient and to simulate a future health state of the patient.
Claims20
A method for determining a patient health state, the method comprising:
- ingesting healthcare data of a patient received from one of a plurality of patient data providers;
- enriching at least one new data element of the ingested healthcare data based on the determined one or more relationships among the ingested healthcare data;
- transmitting the at least one new data element to a raw data cluster;
- transmitting the raw data cluster to a machine learning module;
- and
- using the machine learning module to compute a current health state for the patient based at least in part on modeling the at least one enriched data element and the ingested healthcare data.
3 more elements
A method for simulating a patient wellness state, the method comprising:
- ingesting, by a computing device, patient data of a patient received from one of a plurality of patient data providers;
- determining, by the computing device, one or more relationships between the ingested patient data and previously ingested patient data, wherein at least one new enriched data element is created based on the determined one or more relationships;
- transmitting the at least one new data element to a raw data cluster;
- storing the determined one or more relationships in a data store, wherein the data store is further configured to store lifestyle and wellness records of the patient, the lifestyle and wellness information including information related to one or more of diet, smoking, alcohol consumption, and exercise habits;
- transmitting the data store to a machine learning module;
- and
- using the machine learning module to simulate a future wellness state of the patient.
4 more elements
Dependencies are inferred from the claim text.