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Estimation of the Pulmonary Elastance Using a Recursive Parameter Estimation Method and Setting of the Ventilation Condition Using Fuzzy Logic

机译:递归参数估计法估算肺弹性及通风条件的模糊逻辑设定

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摘要

Artificial respirators are widely used for patients with little or no autonomous breathing ability. Doctors are required to pay scrupulous attention for the use of the artificial respirators. And doctors must set the artificial respirator in consideration of each patient's pulmonary characteristic. However, the setting of the artificial respirator is decided by the experience and the intuition of the doctor now. The purpose of this study is to develop a method to estimate the static P-V curve and the pulmonary elastance of the patient and to set a ventilation condition of the artificial respirator. In our previous work, we have presented an estimation technique of the pulmonary elastance by fuzzy logic. By improving previous technique, this study succeeded in improving the precision of the pulmonary elastance estimation. In addition, a ventilation condition of the artificial respirator is set using estimated static P-V curve and fuzzy logic.
机译:人工呼吸器广泛用于自主呼吸能力很少或没有自主呼吸能力的患者。医生必须谨慎使用人工呼吸器。并且医生必须考虑每个患者的肺部特征来设置人工呼吸器。但是,现在人工呼吸器的设置取决于医生的经验和直觉。这项研究的目的是开发一种方法来估计患者的静态P-V曲线和肺弹性,并设置人工呼吸器的通气条件。在我们以前的工作中,我们提出了一种通过模糊逻辑评估肺弹性的技术。通过改进现有技术,本研究成功地提高了肺弹性评估的准确性。另外,使用估计的静态P-V曲线和模糊逻辑来设置人工呼吸器的通风条件。

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