Real-time detection of transient cardiac ischemic episodes from ECG signals.

  title={Real-time detection of transient cardiac ischemic episodes from ECG signals.},
  author={Lacramioara Dranca and Alfredo Go{\~n}i and Arantza Illarramendi},
  journal={Physiological measurement},
  volume={30 9},
We propose a new algorithm to detect and classify transient cardiac ischemia episodes, designed with the goal of providing a real-time execution without penalizing the classifier accuracy much. The algorithm is based on a novel mixture of time-domain analysis and machine learning techniques, specifically bagging of decision trees, and it has been developed using a well-recognized and freely distributed database, namely the long-term ST database. The ST episode detection sensitivity/positive… CONTINUE READING
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