Driving patient campaign based on trend patterns in patient registry information
First Claim
1. A method, in a data processing system comprising a processor and a memory, for executing a medical campaign, comprising:
- training, by a pattern/trend learning engine of a patient campaign system of the data processing system, via a machine learning operation executed on a corpus of electronic medical information, a pattern/trend analysis engine of the patient campaign system to identify at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, that correlate with criteria specified in predefined medical campaign records of a medical campaign database;
analyzing, by the pattern/trend analysis engine of the patient campaign system of the data processing system, a patient registry record in a patient registry to identify at least one trend of a clinical measure for a corresponding patient;
correlating, by the pattern/trend analysis engine of the patient campaign system of the data processing system, the at least one trend with one or more medical campaigns, specified in predefined medical campaign records in the medical campaign database, directed to improving the clinical measure, based on results of the machine learning operation and application of learned correlations between at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, with the criteria specified in the predefined medical campaign records of the medical campaign database;
selecting, by a patient campaign selection engine of the patient campaign system of the data processing system, a medical campaign from the one or more medical campaigns for application to the patient, wherein the medical campaign is a selected medical campaign that specifies a computer executable workflow that comprises at least one transmission of a communication to the corresponding patient; and
executing, by the patient campaign system of the data processing system, the medical campaign to apply the medical campaign to the patient, wherein executing the medical campaign comprises transmitting, by a communication system of the data processing system, the communication to a communication device associated with the corresponding patient.
2 Assignments
0 Petitions
Accused Products
Abstract
A medical campaign method, computer program product, and system are provided. A patient registry record in a patient registry is analyzed to identify at least one trend of a clinical measure for a corresponding patient and correlate the at least one trend with one or more medical campaigns directed to improving the clinical measure. A medical campaign is selected from the one or more medical campaigns for application to the patient. The medical campaign is executed to apply the medical campaign to the patient. Executing the medical campaign involves sending a communication to a communication device associated with the patient.
-
Citations
20 Claims
-
1. A method, in a data processing system comprising a processor and a memory, for executing a medical campaign, comprising:
-
training, by a pattern/trend learning engine of a patient campaign system of the data processing system, via a machine learning operation executed on a corpus of electronic medical information, a pattern/trend analysis engine of the patient campaign system to identify at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, that correlate with criteria specified in predefined medical campaign records of a medical campaign database; analyzing, by the pattern/trend analysis engine of the patient campaign system of the data processing system, a patient registry record in a patient registry to identify at least one trend of a clinical measure for a corresponding patient; correlating, by the pattern/trend analysis engine of the patient campaign system of the data processing system, the at least one trend with one or more medical campaigns, specified in predefined medical campaign records in the medical campaign database, directed to improving the clinical measure, based on results of the machine learning operation and application of learned correlations between at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, with the criteria specified in the predefined medical campaign records of the medical campaign database; selecting, by a patient campaign selection engine of the patient campaign system of the data processing system, a medical campaign from the one or more medical campaigns for application to the patient, wherein the medical campaign is a selected medical campaign that specifies a computer executable workflow that comprises at least one transmission of a communication to the corresponding patient; and executing, by the patient campaign system of the data processing system, the medical campaign to apply the medical campaign to the patient, wherein executing the medical campaign comprises transmitting, by a communication system of the data processing system, the communication to a communication device associated with the corresponding patient. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
-
-
11. A computer program product comprising a computer readable storage medium having a computer readable program stored therein, wherein the computer readable program, when executed on a computing device, causes the computing device to implement a patient campaign system which operates to:
-
train, by a pattern/trend learning engine of the patient campaign system of the data processing system, via a machine learning operation executed on a corpus of electronic medical information, a pattern/trend analysis engine of the patient campaign system to identify at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, that correlate with criteria specified in predefined medical campaign records of a medical campaign database; analyze, by the pattern/trend analysis engine of the patient campaign system, a patient registry record in a patient registry to identify at least one trend of a clinical measure for a corresponding patient; correlate, by the pattern/trend analysis engine of the patient campaign system, the at least one trend with one or more medical campaigns, specified in predefined medical campaign records in the medical campaign database, directed to improving the clinical measure, based on results of the machine learning, operation and application of learned correlations between at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, with the criteria specified in the predefined medical campaign records of the medical campaign database; select, by a patient campaign selection engine of the patient campaign system, a medical campaign from the one or more medical campaigns for application to the patient, wherein the medical campaign is a selected medical campaign that specifies a computer executable workflow that comprises at least one transmission of a communication to the corresponding patient; and execute the medical campaign to apply the medical campaign to the patient, wherein executing the medical campaign comprises transmitting, by a communication system of the data processing system, the communication to a communication device associated with the corresponding patient. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19)
-
-
20. An apparatus comprising:
-
a processor; and a memory coupled to the processor, wherein the memory comprises instructions which, when executed by the processor, cause the processor to implement a patient campaign system which operates to; train, by a pattern/trend learning engine of the patient campaign system of the data processing system, via a machine learning operation executed on a corpus of electronic medical information, a pattern/trend analysis engine of the patient campaign system to identify at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, that correlate with criteria specified in predefined medical campaign records of a medical campaign database; analyze, by the pattern/trend analysis engine of the patient campaign system, a patient registry record in a patient registry to identify at least one trend of a clinical measure for a corresponding patient; correlate, by the pattern/trend analysis engine of the patient campaign system, the at least one trend with one or more medical campaigns, specified in predefined medical campaign records in the medical campaign database, directed to improving the clinical measure, based on results of the machine learning operation and application of learned correlations between at least one of patterns of medical codes, patterns of patient cohort membership transitions, or patterns in patient characteristics or patient activities, with the criteria specified in the predefined medical campaign records of the medical campaign database; select, by a patient campaign selection engine of the patient campaign system, a medical campaign from the one or more medical campaigns for application to the patient, wherein the medical campaign is a selected medical campaign that specifies a computer executable workflow that comprises at least one transmission of a communication to the corresponding patient; and execute the medical campaign to apply the medical campaign to the patient, wherein executing the medical campaign comprises transmitting, by a communication system of the data processing system, the communication to a communication device associated with the corresponding patient.
-
Specification