使用状态机分析生物医学数据

B. R. Bracio, T. Bretschneider, J. Krozca, F. Breitenecker
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引用次数: 0

摘要

早期发现重症监护病房患者组织供氧障碍对他们来说至关重要:使用状态机对四种主要障碍和识别这些障碍的多种场景进行了建模。现有的人类呼吸系统模拟模型已经扩展到这些模型,以检测与氧相关的病理条件。该系统能够根据给定的数据集检测疾病。使用ICU患者的离线数据对系统进行了验证。
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Analysing biomedical data with state machines
The early detection of disorders of oxygen delivery to tissues of intensive care unit patients is of vital importance for them: State machines had been used to model four major disorders and the multiple scenarios identifying those. An existing simulation model of the human respiratory system had been extended with those models to detect oxygen related pathological conditions. The system is able to detect the disorders based on a given data set. The validation of the system had been done with offline data of ICU patients.
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