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Hemodynamic alarm system for pulmonary artery catheters in an intensive care unit

机译:肺动脉导管在重症监护室中的血液动力学报警系统

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A pulmonary artery (PA) catheter (PAC) is placed in a large vein and guided through the right side of the heart to the PA, The PAC measures blood pressure in the PA directly and indirectly in the left atrium through a procedure called "wedging". Since the PAC is in a dynamic environment, inaccurate measurements can result for various reasons (events), some of which can cause harm to the patient Detection of such events can be difficu many nurses are inadequately trained to interpret pressure waveforms, and it is not feasible for nurses to watch a cardiac monitor continuously. We constructed an online fuzzy expert system to monitor cardiac data continuously and alarm when an untoward event was detected Of 13 patients monitored while developing the prototype system, only two failed to exhibit alarm events. A 200-patient clinical trial confirmed that the system substantially reduced the number and duration of alarm events. The original program used our fuzzy expert system shell "FLOPS". The rule syntax is quite different from fuzzy control systems, using approximate numerical comparisons and categorical outputs. Input is from the cardiac monitor units via RS-232 or Ethernet and output is voice alarm messages, such as "Bed 4 extended damp".
机译:肺动脉(PA)导管(PAC)放置在大静脉中并引导通过心脏的右侧到PA,PAC通过称为“楔入的程序在左心房中直接和间接地造成PA中的血压。” “。由于PAC处于动态环境,因此可能导致各种原因(事件)的测量值不准确,其中一些可能导致患者检测此类事件的伤害可能是困难的;许多护士不足以训练以解释压力波形,护士不断持续观看心脏监测器是不可行的。我们构建了一个在线模糊专家系统,以持续监控心脏数据,并且当检测到在开发原型系统时监视的13名患者的不规则事件时,只有两个未能展示警报事件。一个200患者的临床试验证实系统大大降低了警报事件的数量和持续时间。原始程序使用了我们的模糊专家系统壳牌“拖鞋”。规则语法与模糊控制系统完全不同,使用近似数值比较和分类输出。输入是来自Car-232或以太网的心脏监视器单元,输出是语音报警消息,如“床4扩展潮湿”。

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