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System and Method for Optimization in a Pareto Sense of Automated Abnormal Biological Event Detection and Abatement
System and Method for Optimization in a Pareto Sense of Automated Abnormal Biological Event Detection and Abatement
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机译:帕累托自动化异常生物事件检测和减排的优化系统和方法
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摘要
A system and method for finding a Pareto-optimal solution for automated detection, warning, and abatement of a medical condition based on a cost of event intervention in a patient is disclosed. The method includes acquiring at least one biological signal from the patient via at least one sensor of a medical device, detecting an abnormal biological event based on changes in the biological signal, and delivering at least one of a therapy and a warning. The method includes logging a set of parameters including at least one of a detection parameter, a therapy parameter, and a therapy modality. The method includes identifying an optimal set of parameters that yield a Pareto-optimal cost of event intervention by iteratively determining at least one metric over a time window, determining the cost of event intervention, and modifying at least one parameter, until the cost of event intervention meets an acceptability criteria.
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