EXTRACTING KEY ACTION PATTERNS FROM PATIENT EVENT DATA

摘要

Systems and methods for data analysis include determining a patient trace as a set of medical events for a patient. Medical events of the patient trace are grouped into subsets of medical events using a processor according to a temporal relationship between the medical events. Co-occurring events are identified from the subsets of medical events as event clusters. A plurality of medical events in one or more of the subsets of the patient trace is represented using the event clusters to condense the patient trace.

主权项

1. A computer readable storage medium comprising a computer readable program for data analysis, wherein the computer readable program when executed on a computer causes the computer to perform the steps of:
determining a patient trace as a set of medical events for a patient; grouping medical events of the patient trace into subsets of medical events according to a temporal relationship between the medical events; identifying co-occurring events from the subsets of medical events as event clusters; and representing a plurality of medical events in one or more of the subsets of the patient trace using the event clusters to condense the patient trace.