BioMag Laboratory, HUS Medical Imaging Center, Hospital District of Helsinki and Uusimaa, Helsinki FI-00029, Finland.
IEEE Trans Biomed Eng. 2013 Sep;60(9):2559-66. doi: 10.1109/TBME.2013.2260541. Epub 2013 Apr 29.
Recently, the signal space separation (SSS) method, based on the multipole expansion of the magnetic field, has become increasingly important in magnetoencephalography (MEG). Theoretical arguments and simulations suggest that increasing the asymmetry of the MEG sensor array from the traditional, rather symmetric geometry can significantly improve the performance of the method. To test this concept, we first simulated addition of tangentially oriented standard sensor elements to the existing 306-channel Elekta Neuromag sensor array, and evaluated and optimized the performance of the new sensor configuration. Based on the simulation results, we then constructed a prototype device with 18 additional tangential triple-sensor elements and a total of 360 channels. The experimental results from the prototype are largely in agreement with the simulations. In application of the spatial SSS method, the 360-channel device shows an approximately 100% increase in software shielding capability, while residual reconstruction noise of evoked responses is decreased by 20%. Further, the new device eliminates the need for regularization while applying the SSS method. In conclusion, we have demonstrated in practice the benefit of reducing the symmetry of the MEG array, without the need for a complete redesign.
最近,基于磁场多极展开的信号空间分离(SSS)方法在脑磁图(MEG)中变得越来越重要。理论论证和模拟表明,增加 MEG 传感器阵列的非对称性从传统的、相当对称的几何形状可以显著提高方法的性能。为了验证这一概念,我们首先模拟了将切向取向的标准传感器元件添加到现有的 306 通道 Elekta Neuromag 传感器阵列中,并评估和优化了新传感器配置的性能。基于模拟结果,我们随后构建了一个具有 18 个附加切向三传感器元件和总共 360 个通道的原型设备。原型的实验结果与模拟结果基本一致。在空间 SSS 方法的应用中,360 通道设备的软件屏蔽能力大约增加了 100%,而诱发反应的残余重建噪声降低了 20%。此外,新设备在应用 SSS 方法时消除了正则化的需要。总之,我们在实践中证明了减少 MEG 阵列对称性的好处,而无需完全重新设计。