Healthcare management using digital twins
Assigneehc1.com Inc.
InventorsBradley A. Bostic, Charles J. Clarke, Ryan C. Kennedy, Peter J. Plantes, Charles David Girard, JR.
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Abstract
Systems and methods are provided for healthcare data management using a machine learning module to determine patterns related to effects of health behaviors and treatments, forming digital twins of a patient and a population of patients, and presenting the digital twin of said individual patient, the digital twin of said population of patients, and data based on associations among the patient and health data and the patient population health data.
Claims20
A computerized method for healthcare data management, the method comprising:
- receiving health data from a plurality of healthcare communication sources, wherein the health data includes data related to an individual patient and data related to a population of patients;
- using a machine learning module to determine patterns related to effects of one or more of lifestyle, diagnosis, prognosis, present healthcare treatment, and previous healthcare treatment based on the health data of said individual patient and said population of patients;
- forming a digital twin of said individual patient based on the health data related to said individual patient, wherein the digital twin of said individual patient is a digital representation of at least one health state of said individual patient;
- forming a digital twin of said population of patients based on the health data related to said population of patients, wherein the digital twin of said population of patients is a digital representation of at least one health attribute of said population of patients;
- and
- presenting the digital twin of said individual patient, the digital twin of said population of patients, and data based on associations among the health data to one of said patient and said population of patients.
A computerized method for healthcare data management, the method comprising:
- receiving health data from one or more healthcare communication sources, wherein the health data includes data related to a plurality of physicians and their interactions with a plurality of sales representatives;
- receiving sales data related to money spent on a plurality of pharmaceuticals by the plurality of physicians;
- forming a digital twin of at least one individual physician among the plurality of physicians based on the health data, wherein the digital twin of said individual physician is a digital representation of the physician's interactions with the plurality of sales representatives;
- forming a digital twin of at least one individual sales representative among the plurality of sales representatives based on the health data, wherein the digital twin of said individual sales representative is a digital representation of the sales representative's interactions with the plurality of physicians;
- presenting the digital twin of said individual physician and the digital twin of said individual sales representative;
- and
- determining a return on investment metric indicative of an amount of money spent versus an amount of money recovered by one or more of said individual physician, said individual sales representative, based on said health data, said sales data, and one or both of the digital twins of said individual physician and said individual sales representative.
Dependencies are inferred from the claim text.