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Cardiovascular risk stratification in decision support systems: A probabilistic approach. application to pHealth

May 26, 2017 | Autor: Hussein Atoui | Categoría: Decision Making, Health Care, Decision Support Systems, Stratification, Neural Network, Cardiovascular Risk, Logistic Regression, Decision support system, Electronic Health Record, Regression Analysis, ROC Curve, Bayesian Network, Cardiovascular system, Clinical Data, Risk Stratification, Arrhythmia, Logistic Regression Model, Artificial Neural Network, False Negative, False Positive, Probabilistic Approach, Cardiovascular Risk, Logistic Regression, Decision support system, Electronic Health Record, Regression Analysis, ROC Curve, Bayesian Network, Cardiovascular system, Clinical Data, Risk Stratification, Arrhythmia, Logistic Regression Model, Artificial Neural Network, False Negative, False Positive, Probabilistic Approach
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There is a growing demand for developing personalized and non-hospital based care systems to improve the management of cardiac care. The EPI- MEDICS project has designed a personal ECG monitor (PEM) capable of recording a simplified 4-electrode, professional quality 3-lead ECG, detecting arrhythmias and ischemia by means of committees of Artificial Neural Networks (ANN), and alerting the relevant health care
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