Expert knowledge combination process based medical risk stratifying method and system
First Claim
1. A computer-implemented method for a medical risk stratification (MRS) computer system, comprising:
- obtaining data records associated with one or more health variables and a plurality of medical risks from a plurality of MRS models based on an expert knowledge combination process, wherein the health variables represent health information of one or more people;
establishing a medical risk process model indicative of interrelationships between the plurality of medical risks and a plurality of health parameters based on the data records;
obtaining a set of values corresponding to the plurality of health parameters;
calculating values of the plurality of medical risks simultaneously based upon the set of values corresponding to the plurality of health parameters and the medical risk process model;
optimizing the plurality of health parameters to minimize the plurality of medical risks simultaneously; and
presenting the values of the plurality of medical risks via the MRS computer system.
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Abstract
A method is provided for a medical risk stratification system. The method may include obtaining data records associated with one or more health variables and a plurality of medical risks from a plurality of MRS models based on an expert knowledge combination process and establishing a medical risk process model indicative of interrelationships between the plurality of medical risks and a plurality of health parameters based on the data records. The method may also include obtaining a set of values corresponding to the plurality of health parameters and calculating values of the plurality of medical risks simultaneously based upon the set of values corresponding to the plurality of health parameters and the medical risk process model. Further, the method may include optimizing the plurality of health parameters to minimize the plurality of medical risks simultaneously and presenting the values of the plurality of medical risks.
185 Citations
19 Claims
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1. A computer-implemented method for a medical risk stratification (MRS) computer system, comprising:
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obtaining data records associated with one or more health variables and a plurality of medical risks from a plurality of MRS models based on an expert knowledge combination process, wherein the health variables represent health information of one or more people; establishing a medical risk process model indicative of interrelationships between the plurality of medical risks and a plurality of health parameters based on the data records; obtaining a set of values corresponding to the plurality of health parameters; calculating values of the plurality of medical risks simultaneously based upon the set of values corresponding to the plurality of health parameters and the medical risk process model; optimizing the plurality of health parameters to minimize the plurality of medical risks simultaneously; and presenting the values of the plurality of medical risks via the MRS computer system. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer system, comprising:
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a database containing data records associating a plurality of medical risks and a plurality of health parameters; and a processor configured to; obtain data records associated with one or more health variables and a plurality of medical risks from a plurality of MRS models based on an expert knowledge combination process; establish a medical risk process model indicative of interrelationships between the plurality of medical risks and a plurality of health parameters based on the data records; obtain a set of values corresponding to the plurality of health parameters; calculate values of the plurality of medical risks simultaneously based upon the set of values corresponding to the plurality of health parameters and the medical risk process model; optimize the plurality of health parameters to minimize the plurality of medical risks simultaneously; and present the values of the plurality of medical risks. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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16. A computer-readable medium for use on a computer system configured to perform a medical risk stratification procedure, the computer-readable medium having computer-executable instructions for performing a computer-implemented method comprising:
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obtaining data records associated with one or more health variables and a plurality of medical risks from a plurality of MRS models based on an expert knowledge combination process, wherein the health variables represent health information of one or more people; establishing a medical risk process model indicative of interrelationships between the plurality of medical risks and a plurality of health parameters based on the data records; obtaining a set of values corresponding to the plurality of health parameters; calculating values of the plurality of medical risks simultaneously based upon the set of values corresponding to the plurality of health parameters and the medical risk process model; optimizing the plurality of health parameters to minimize the plurality of medical risks simultaneously; and presenting the values of the plurality of medical risks via the computer system. - View Dependent Claims (17, 18, 19)
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Specification