Forward solution ambiguity for fMEG model.

J Vrba, S E Robinson, J McCubbin
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Abstract

Accurate knowledge of the electromagnetic model of the fetal brain is required for quantitative fetal MEG (fMEG) signal analysis. The model is defined by the fetal head position, assuming that volume currents are confined to it. Head position can be located by 3D ultrasound. Since the ultrasound is presently not integrated with fMEG, there is a potential for fetal head motion when the mother moves between the two instruments. To interpret the fMEG data without accurate information about the fetal head position, a model search must be undertaken to localize not only the fMEG source within the fetal head, but also the fetal head within the maternal abdomen. Such model search results in multiple solutions with different source amplitudes, but with roughly the same fit errors [Vrba, 2004]. We show that this behaviour is caused by the forward solution ambiguity. For a given measurement, there is a large region within the maternal abdomen within which all fetal head centers produce reasonably good explanation of the observed signal. The source positions within these different fetal heads are different, but the resulting signals are indistinguishable in the presence of even a small noise. Similar ambiguity also exists in adult MEG, where it usually does not pose a problem because the head position is well known.

fMEG模型的正向解模糊。
胎儿脑磁图(fMEG)信号定量分析需要准确了解胎儿脑的电磁模型。该模型是由胎儿头部位置定义的,假设体积电流被限制在它。头部位置可以通过3D超声定位。由于超声目前还没有与fMEG结合,当母亲在两种仪器之间移动时,胎儿头部有可能运动。为了在没有准确胎儿头部位置信息的情况下解释fMEG数据,必须进行模型搜索,不仅要定位胎儿头部内的fMEG源,还要定位母体腹部内的胎儿头部。这样的模型搜索得到多个具有不同源幅值的解,但拟合误差大致相同[Vrba, 2004]。我们证明了这种行为是由前向解模糊引起的。对于一个给定的测量,在母体腹部有一个很大的区域,在这个区域内,所有的胎儿头部中心都能合理地解释所观察到的信号。在这些不同的胎儿头部中,声源的位置是不同的,但是产生的信号即使有很小的噪声也无法区分。在成人脑磁图中也存在类似的歧义,因为头部位置是众所周知的,所以通常不会造成问题。
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