Patient-level analytics with sequential pattern mining
AssigneeInternational Business Machines Corporation
InventorsJianying Hu, Kun Lin
Life of this patent
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Abstract
Examples of techniques for patient-level analytics with sequential pattern mining are provided. In one example implementation according to aspects of the present description, a computer-implemented method includes: constructing a patient record; transforming, by a processing system, the patient record into a bitmap representation; and analyzing, by the processing system, the bitmap to identify a sequential pattern within the patient record on a per patient basis.
Claims25
A computer-implemented method for patient-level analytics with sequential pattern mining, the method comprising:
- constructing a patient record;
- transforming, by a processing system, the patient record into a bitmap representation;
- and
- analyzing, by the processing system, the bitmap to identify a sequential pattern within the patient record on a per patient basis.
A system for patient-level analytics with sequential pattern mining, the system comprising:
- a memory having computer readable instructions;
- and
- a processing device for executing the computer readable instructions, the computer readable instructions comprising:
- constructing a patient record;
- transforming the patient record into a bitmap representation;
- and
- analyzing the bitmap to identify a sequential pattern within the patient record on a per patient basis.
A computer program product for patient-level analytics with sequential pattern mining, the computer program product comprising:
- a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processing device to cause the processing device to:
- construct a patient record;
- transform the patient record into a bitmap representation;
- and
- analyze the bitmap to identify a sequential pattern within the patient record on a per patient basis.
A computer-implemented method for patient-level analytics with sequential pattern mining, the method comprising:
- constructing a plurality of patient records, wherein each patient record is associated with a patient ID;
- transforming, by a processing system, the plurality of patient records into a bitmap representation;
- analyzing, by the processing system, the bitmap to identify a sequential pattern within the patient record;
- and
- generating, by the processing system, a patient-based count of the identified sequential pattern.
A system for patient-level analytics with sequential pattern mining, the system comprising:
- a memory having computer readable instructions;
- and
- a processing device for executing the computer readable instructions, the computer readable instructions comprising:
- constructing a plurality of patient records, wherein each patient record is associated with a patient ID;
- transforming the plurality of patient records into a bitmap representation;
- analyzing the bitmap to identify a sequential pattern within the patient record;
- and
- generating a patient-based count of the identified sequential pattern.
Dependencies are inferred from the claim text.