On the Role of Skull Parcellation in the Computational Modeling of Human Head Conductivity
نویسنده
چکیده
In this paper we propose a method to include skull inhomogeneities in the EEG forward/inverse calculation by parcellating the skull based on a combination of skull anatomy and thickness. We show that it is enough to determine a few skull parameters (4 6) in the inverse search to capture the skull inhomogeneities if we also include the thickness. The validity of the linear relation between skull conductivities and skull thickness is investigated, our results show that this relation applies. The effect of skull inhomogeneities on the conductivity reconstruction of the human head tissues is presented. Our simulation results show here that the models approximating the skull as a homogenous tissue could produce an order of magnitude error in the retrieved conductivities in comparison with the models based on parcellated skull.
منابع مشابه
Use of Parallel Simulated Annealing for Computational Modeling of Human Head Conductivity
We present a parallel computational environment used to determine conductivity properties of human head tissues when the effects of skull inhomogeneities are modeled. The environment employs a parallel simulated annealing algorithm to overcome poor convergence rates of the simplex method for larger numbers of head tissues required for accurate modeling of electromagnetic dynamics of brain funct...
متن کاملFinite element modeling of the human head under baton impact
Purpose: This research will try to predict damage probability and calculate the main stress resulted from baton impacts by finite element (FE) modeling of the human head considering skull texture, brain and cerebrospinal fluid.Materials and Methods: A three dimensional FE model of the skull-brain complex was constructed for simulating the baton impact. The FE analysis was carried out using ANSY...
متن کاملیک فانتوم سر ریاضیاتی برای بررسیهای دوزیمتری به روش مونتکارلو
Introduction: In diagnostic and therapeutic procedures, dosimetric studies are performed on the dosimetric systems in order to comply the radiation safety standards. Monte Carlo methods are used due to the high complexity and cost of patient-specific phantom construction. The high complexity of the digitized phantoms greatly increases the time and computational task of the Monte Carlo calculati...
متن کاملEEG Analysis on Skull Conductivity Perturbations Using Realistic Head Model
Measurement of electroencephalogram (EEG) requires accurate estimation of tissue conductivity. Among the head tissues, skull compartment has less conductivity due to compacta and spongiosa, which impacts on EEG measurement. Therefore, skull conductivity plays a vital role in head modeling, forward computation and source localization. In this study, we have investigated the effects of scalp pote...
متن کاملDetermination of Cranial Index in Sagittal Synostosis using Artificial Intelligent Techniques
Background: At least one main suture of skull is closed prematurely in craniosynostosis; which may lead to different skull and face deformities and various types of child developmental delay. Increased postero-anterior diameter of skull is the main characteristic of sagittal craniosynostosis. Cranial index is the most important parameter for diagnosis and monitoring of children with this deform...
متن کامل