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Diagnosis during cardiopulmonary resuscitation (CPR) is highly desirable because it has been reported to be determinant for a successful outcome from sudden cardiac arrest. This study evaluates the accuracy and the time-effect of applying CPR artefact suppression prior to rhythm classification with long out-of-hospital cardiac arrest episodes. A total of 191 episodes were considered corresponding...
In this study, we examine whether it is reliable to use all successive shocks from one patient for the development of an outcome predictor model to discriminate “Success” versus “No success”. Vector of predictors v are extracted from time and non-linear dynamics domains and a Gaussian Mixture Model-based bayesian classifier, with probability density estimated by the Expectation-Maximization algorithm,...
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