title: Automated testing of arrhythmia monitors using annotated databases.
abstract: Arrhythmia-algorithm performance is typically tested using the AHA and MIT/BIH databases. The tools for this test are simulation software programs. While these simulations provide rapid results, they neglect hardware and software effects in the monitor. To provide a more accurate measure of performance in the actual monitor, a system has been developed for automated arrhythmia testing. The testing system incorporates an IBM-compatible personal computer, a digital-to-analog converter, an RS232 board, a patient-simulator interface to the monitor, and a multi-tasking software package for data conversion and communication with the monitor. This system "plays" patient data files into the monitor and saves beat classifications in detection files. Tests were performed using the MIT/BIH and AHA databases. Statistics were generated by comparing the detection files with the annotation files. These statistics were marginally different from those that resulted from the simulation. Differences were then examined. As expected, the differences were related to monitor hardware effects.
authors.affiliation: Siemens Medical Electronics, Inc., Danvers, Massachusetts 01923.
authors.forename: Z
authors.initials: Z
authors.lastname: Elghazzawi
authors.forename: W
authors.initials: W
authors.lastname: Murray
authors.forename: M
authors.initials: M
authors.lastname: Porter
authors.forename: E
authors.initials: E
authors.lastname: Ezekiel
authors.forename: M
authors.initials: M
authors.lastname: Goodall
authors.forename: S
authors.initials: S
authors.lastname: Staats
authors.forename: F
authors.initials: F
authors.lastname: Geheb
mesh_terms: D000465:Algorithms; D001145:Arrhythmias, Cardiac / Q000175:diagnosis*; D003936:Diagnosis, Computer-Assisted; D004562:Electrocardiography; D005069:Evaluation Studies as Topic; D006801:Humans; D008838:Microcomputers; D008991:Monitoring, Physiologic / Q000295:instrumentation; D011237:Predictive Value of Tests; D012680:Sensitivity and Specificity