Systems and Computer Engineering, Carleton University, Ottawa, Canada.
Physiol Meas. 2011 Jul;32(7):731-44. doi: 10.1088/0967-3334/32/7/S01. Epub 2011 Jun 7.
We characterize the ability of electrical impedance tomography (EIT) to distinguish changes in internal conductivity distributions, and analyze it as a function of stimulation and measurement patterns. A distinguishability measure, z, is proposed which is related to the signal-to-noise ratio of a medium and to the probability of detection of conductivity changes in a region of interest. z is a function of the number of electrodes, the EIT stimulation and measurement protocol, the stimulation amplitude, the measurement noise, and the size and location of the contrasts. Using this measure we analyze various choices of stimulation and measurement patterns under the constraint of medical electrical safety limits (maximum current into the body). Analysis is performed for a planar placement of 16 electrodes for simulated 3D tank and chest shapes, and measurements in a saline tank. Results show that the traditional (and still most common) adjacent stimulation and measurement patterns have by far the poorest performance (by 6.9 ×). Good results are obtained for trigonometric patterns and for pair drive and measurement patterns separated by over 90°. Since the possible improvement over adjacent patterns is so large, we present this result as a call to action: adjacent patterns are harmful, and should be abandoned. We recommend using pair drive and measurement patterns separated by one electrode less than 180°. We describe an approach to modify an adjacent pattern EIT system by adjusting electrode placement.
我们描述了电阻抗断层成像(EIT)区分内部电导率分布变化的能力,并分析了其作为刺激和测量模式的函数。提出了一种可区分性度量 z,它与介质的信噪比以及感兴趣区域中电导率变化的检测概率有关。z 是电极数量、EIT 刺激和测量方案、刺激幅度、测量噪声以及对比度的大小和位置的函数。使用该度量,我们在医疗电气安全限制(最大电流进入人体)的约束下分析了各种刺激和测量模式的选择。分析针对模拟 3D 水箱和胸部形状的 16 个电极的平面放置以及盐水箱中的测量进行。结果表明,传统的(并且仍然是最常见的)相邻刺激和测量模式的性能最差(差 6.9 倍)。对于三角函数模式以及相隔超过 90°的对驱动和测量模式,可以获得良好的结果。由于与相邻模式相比可能有很大的改进,因此我们将此结果作为行动呼吁:相邻模式是有害的,应予以摒弃。我们建议使用相隔不到 180°的一对驱动和测量模式。我们描述了一种通过调整电极位置来修改相邻模式 EIT 系统的方法。