4.6 Article

EEG for Current With Two-Dimensiona Support

期刊

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
卷 65, 期 9, 页码 2101-2108

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TBME.2017.2785342

关键词

Electroencephalography; brain modeling; inverse problems; biomedical imaging; partial differential equations; computational modeling

资金

  1. UK Engineering and Physical Sciences Research Council
  2. NIH [R01 NS089212, R01 EB009048]
  3. EPSRC [EP/H051309/1, EP/N006593/1, EP/N014588/1] Funding Source: UKRI
  4. Engineering and Physical Sciences Research Council [EP/N006593/1, EP/K503757/1, EP/H051309/1, EP/N014588/1] Funding Source: researchfish

向作者/读者索取更多资源

Objective: The inverse problem of computing the neuronal current density from scalp EEG is highly illposed. In part, this is due to the nonuniqueness of the mapping between current sources and scalp potentials. We develop an explicit formula for the scalp EEG for sources constrained to the cortical surface in terms only of the components of the current that affect the EEG signal. Methods: Starting from the quasi-static form of Maxwell's equations, we develop a formula that involves only the visible part of the current (i.e., the part of the current that affects the EEG measurements), as well as certain auxiliary functions that depend on the topology and conductivity of the 3-D domains Omega(c), Omega(f), Omega(b) and Omega(v), which model the spaces occupied by the cerebrum, cerebrospinal fluid, bone, and scalp, respectively. Results: we derive expressions for the scalp potential for a general nested topology, as well as for the special case of spherical and ellipsoidal surfaces. We verify that the resulting scalp potential, in the case that the current resides in a spherical shell in the cerebrum of thickness 2 delta, agrees with the potential obtained via the 3-D formulation for delta = 10(-8) m. Conclusion: The visible part of the current can be explicitly characterized and consists of a combination of its component normal to the surface and of a certain function generating the remaining tangential components of the current. Significance: The resulting ability to restrict the source space greatly reduces the degree of ambiguity in the inverse solutions, offering the potential for more stable inverse solutions, since the auxiliary functions that define the mapping can be computed efficiently using standard numerical methods.

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