Diagnosis and management of pacemaker-related problems using an interactive expert system

As pacemakers become more complex with technological advances, accurate diagnosis of complications becomes more difficult. A fully interactive computerized expert system has been created for improving the accuracy of pacemaker problem-solving during pacemaker clinic follow-up. The system uses patien...

Full description

Saved in:
Bibliographic Details
Main Authors: Bernstein, A.D., Chiang, C.-M.J., Parsonnet, V.
Format: Conference Proceeding
Language:English
Subjects:
Bayesian methods
Diagnostic expert systems
Engines
Inference algorithms
Medical diagnostic imaging
Medical expert systems
Pacemakers
Personnel
Probability
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:As pacemakers become more complex with technological advances, accurate diagnosis of complications becomes more difficult. A fully interactive computerized expert system has been created for improving the accuracy of pacemaker problem-solving during pacemaker clinic follow-up. The system uses patient-specific pacemaker information as well as knowledge derived from a database of more than 1400 problems evaluated at Newark Beth Israel Medical Center. When the evidence is inconclusive, the expert system recommends further tests. When an etiology is identified, appropriate corrective actions are suggested. In conclusion, an expert system incorporating patient-specific pacemaker information as well as knowledge from experienced personnel are combined as a fully interactive and user-friendly consulting tool for clinicians in diagnosing pacemaker-related problems.
DOI:10.1109/IEMBS.1995.575320