Comparison of spherical and realistically shaped boundary element head models for transcranial magnetic stimulation navigation

Clinical Neurophysiology

Volumn 124, Issue 10, 2013, Pages 1995-2007

  Nummenmaa, Aapo ^a,b   Stenroos, Matti ^b,c   Ilmoniemi, Risto J ^b   Okada, Yoshio C ^d,e   Hämäläinen, Matti S ^a   Raij, Tommi ^a  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b AALTO UNIVERSITY   (Finland)

^c MRC COGNITION AND BRAIN SCIENCES UNIT   (United Kingdom)

^d Moment Technologies   (United States)

^e HARVARD MEDICAL SCHOOL   (United States)

Author keywords

Boundary element method; Electromagnetic modeling; Image guided navigation; Transcranial magnetic stimulation

Indexed keywords

ACCURACY; ARTICLE; BOUNDARY ELEMENT MODEL; BRAIN; COMPARATIVE STUDY; CONDUCTANCE; COST; HUMAN; MALE; MODEL; MOTOR CORTEX; PRIORITY JOURNAL; SKULL; TRANSCRANIAL MAGNETIC STIMULATION;

EID: 84883052008     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2013.04.019     Document Type: Article

References (60)

1. Barker A.T., Jalinous R., Freeston I.L. Non-invasive magnetic stimulation of human motor cortex. Lancet 1985, 325:1106-1107.
2. Baule G., McFee R. Theory of magnetic detection of the heart's electrical activity. J Appl Phys 1965, 36:2066-2073.
3. Bijsterbosch J.D., Barker A.T., Lee K.-H., Woodruff P.W.R. Where does transcranial magnetic stimulation (TMS) stimulate? Modelling of induced field maps for some common cortical and cerebellar targets. Med Biol Eng Comput 2012, 50:671-681.
4. Chen M., Mogul D.J. A structurally detailed finite element human head model for simulation of transcranial magnetic stimulation. J Neurosci Methods 2009, 179:111-120.
5. Cohen D., Cuffin B.N. Demonstration of useful differences between magnetoencephalogram and electroencephalogram. Electroencephalogr Clin Neurophysiol 1983, 56:38-51.
6. Cohen D., Cuffin B. Developing a more focal magnetic stimulator. Part I: some basic principles. Clin Neurophysiol 1991, 8:102-111.
7. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis. I. Segmentation and surface reconstruction. NeuroImage 1999, 9:179-194.
8. De Lucia M., Parker G.J.M., Embleton K., Newton J.M., Walsh V. Diffusion tensor MRI-based estimation of the influence of brain tissue anisotropy on the effects of transcranial magnetic stimulation. NeuroImage 2007, 36:1159-1170.
9. Desikan R.S., Ségonne F., Fischl B., Quinn B.T., Dickerson B.C., Blacker D., et al. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. NeuroImage 2006, 31:968-980.
10. Durand D., Ferguson A.S., Dalbasti T. Effect of surface boundary on neuronal magnetic stimulation. IEEE Trans Biomed Eng 1992, 39:58-64.
11. Fang Q, Boas D. Tetrahedral mesh generation from volumetric binary and gray-scale images. In: Proceedings of IEEE International Symposium on Biomedical Imaging; 2009:1142-5.
12. Ferguson A.S., Stroink G. Factors affecting the accuracy of the boundary element method in the forward problem-I: calculating surface potentials. IEEE Trans Biomed Eng 1997, 44:1139-1155.
13. Fischl B. FreeSurfer. NeuroImage 2012, 62:774-781.
14. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis. II: inflation, flattening, and a surface-based coordinate system. NeuroImage 1999, 9:195-207.
15. Fischl B., Salat D.H., van der Kouwe A.J.W., Makris N., Ségonne F., Quinn B.T., et al. Sequence-independent segmentation of magnetic resonance images. NeuroImage 2004, 23(Suppl. 1):S69-S84.
16. Fischl B., van der Kouwe A., Destrieux C., Halgren E., Ségonne F., Salat D.H., et al. Automatically parcellating the human cerebral cortex. Cereb Cortex 2004, 14:11-22.
17. Fox P.T., Narayana S., Tandon N., Sandoval H., Fox S.P., Kochunov P., et al. Column-based model of electric field excitation of cerebral cortex. Hum Brain Mapp 2004, 22:1-14.
18. Fuchs M., Wagner M., Kastner J. Development of volume conductor and source models to localize epileptic foci. J Clin Neurophysiol 2007, 24:101-119.
19. Gabriel C., Peyman A., Grant E.H. Electrical conductivity of tissue at frequencies below 1MHz. Phys Med Biol 2009, 54:4863-4878.
20. Geselowitz D. On bioelectric potentials in an inhomogeneous volume conductor. Biophys J 1967, 7:1-11.
21. Geselowitz D. On the magnetic field generated outside an inhomogeneous volume conductor by internal current sources. IEEE Trans Magn 1970, 6:346-347.
22. Grynszpan F., Geselowitz D.B. Model studies of the magnetocardiogram. Biophys J 1973, 13:925-991.
23. Hämäläinen M., Sarvas J. Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data. IEEE Trans Biomed Eng 1989, 36:165-171.
24. Hämäläinen M., Hari R., Ilmoniemi R.J., Knuutila J., Lounasmaa O.V. Magnetoencephalography-theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys 1993, 65:413-497.
25. Hannula H., Ylioja S., Pertovaara A., Korvenoja A., Ruohonen J., Ilmoniemi R.J., et al. Somatotopic blocking of sensation with navigated transcranial magnetic stimulation of the primary somatosensory cortex. Hum Brain Mapp 2005, 26:100-109.
26. Haueisen J., Ramon C., Eiselt M., Brauer H., Nowak H. Influence of tissue resistivities on neuromagnetic fields and electric potentials studied with a finite element model of the head. IEEE Trans Biomed Eng 1997, 44:727-735.
27. Heller L., van Hulsteyn D.B. Brain stimulation using electromagnetic sources: theoretical aspects. Biophys J 1992, 63:129-138.
28. Herbsman T., Avery D., Ramsey D., Holtzheimer P., Wadjik C., Hardaway F., et al. More lateral and anterior prefrontal coil location is associated with better repetitive transcranial magnetic stimulation antidepressant response. Biol Psychiatry 2009, 66:509-515.
29. Ilmoniemi R.J. Radial anisotropy added to a spherically symmetric conductor does not affect the external magnetic field due to internal sources. Europhys Lett 1995, 30:313-316.
30. Ilmoniemi R.J., Ruohonen J., Karhu J. Transcranial magnetic stimulation-a new tool for functional imaging of the brain. Crit Rev Biomed Eng 1999, 27:241-284.
31. Kopell B.H., Halverson J., Butson C.R., Dickinson M., Bobholz J., Harsch H., et al. Epidural cortical stimulation (EpCS) of the left dorsolateral prefrontal cortex for refractory major depressive disorder. Neurosurgery 2011, 69:1015-1029.
32. Kybic J., Clerc M., Faugeras O., Keriven R., Papadopoulo T. Fast multipole acceleration of the MEG/EEG boundary element method. Phys Med Biol 2005, 50:4695-4710.
33. Lisanby S.H., Luber B., Perera T., Sackeim H.A. Transcranial magnetic stimulation: applications in basic neuroscience and neuropsychopharmacology. Int J Neuropsychopharmacol 2000, 3:259-273.
34. Miranda P., Hallett M., Basser P. The electric field induced in the brain by magnetic stimulation: a 3-D finite-element analysis of the effect of tissue heterogeneity and anisotropy. IEEE Trans Biomed Eng 2003, 50:1074-1085.
35. Mosher J.C., Leahy R., Lewis P.S. EEG and MEG: forward solutions for inverse methods. IEEE Trans Biomed Eng 1999, 46:245-259.
36. Oostendorp T.F., Delbeke J., Stegeman D.F. The conductivity of the human skull: results of in vivo and in vitro measurements. IEEE Trans Biomed Eng 2000, 47:1487-1492.
37. Opitz A., Windhoff M., Heidemann R.M., Turner R., Thielscher A. How the brain tissue shapes the electric field induced by transcranial magnetic stimulation. NeuroImage 2011, 58:849-859.
38. Pascual-Leone A., Walsh V., Rothwell J. Transcranial magnetic stimulation in cognitive neuroscience-virtual lesion, chronometry, and functional connectivity. Curr Opin Neurobiol 2000, 10:232-237.
39. Plonsey R. Capability and limitations of electrocardiography and magnetocardiography. IEEE Trans Biomed Eng 1972, 19:239-244.
40. Rokhlin V. Rapid solution of integral equations of classical potential theory. J Comput Phys 1983, 60:187-207.
41. Roth B.J., Cohen L.G., Hallett M., Friauf W., Basser P.J. A theoretical calculation of the electric field induced by magnetic stimulation of a peripheral nerve. Muscle Nerve 1990, 13:734-741.
42. Ruohonen J., Karhu J. Navigated transcranial magnetic stimulation. Neurophysiol Clin 2010, 40:7-17.
43. Rush S., Driscoll D.A. Current distribution in the brain from surface electrodes. Anesth Analg 1968, 47:717-723.
44. Sack A.T., Cohen Kadosh R., Schuhmann T., Moerel M., Walsh V., Goebel R., et al. Optimizing functional accuracy of TMS in cognitive studies: a comparison of methods. J Cogn Neurosci 2009, 21:207-221.
45. Salinas F., Lancaster J., Fox P. 3D modeling of the total electric field induced by transcranial magnetic stimulation using the boundary element method. Phys Med Biol 2009, 54:3631-3647.
46. Sarvas J. Basic mathematical and electromagnetic concepts of the biomagnetic inverse problem. Phys Med Biol 1987, 32:11-22.
47. Stenroos M., Nenonen J. On the accuracy of collocation and Galerkin BEM in the EEG/MEG forward problem. Int J Bioelectromagnetism 2012, 14:29-33.
48. Stenroos M., Sarvas J. Bioelectromagnetic forward problem: isolated source approach revis(it)ed. Phys Med Biol 2012, 57:3517-3535.
49. Stenroos M., Mäntynen V., Nenonen J. A Matlab library for solving quasi-static volume conduction problems using the boundary element method. Comput Methods Programs Biomed 2007, 88:256-263.
50. Tarkiainen A., Liljeström M., Seppä M., Salmelin R. The 3D topography of MEG source localization accuracy: effects of conductor model and noise. Clin Neurophysiol 2003, 114:1977-1992.
51. Thielscher A., Opitz A., Windhoff M. Impact of the gyral geometry on the electric field induced by transcranial magnetic stimulation. NeuroImage 2011, 54:234-243.
52. Tofts P.S. The distribution of induced currents in magnetic stimulation of the nervous system. Phys Med Biol 1990, 35:1119-1128.
53. Tofts P.S., Branston N.M. The measurement of electric field, and the influence of surface charge, in magnetic stimulation. Electroencephalogr Clin Neurophysiol 1991, 81:238-239.
54. Toschi N., Welt T., Guerrisi M., Keck M.E. A reconstruction of the conductive phenomena elicited by transcranial magnetic stimulation in heterogeneous brain tissue. Phys Med 2008, 24:80-86.
55. Tuch D.S., Wedeen V.J., Dale A.M., George J.S., Belliveau J.W. Conductivity tensor mapping of the human brain using diffusion tensor MRI. Proc Natl Acad Sci USA 2001, 98:11697-11701.
56. Wagner T.A., Zahn M., Grodzinsky A.J., Pascual-Leone A. Three-dimensional head model simulation of transcranial magnetic stimulation. IEEE Trans Biomed Eng 2004, 51:1586-1598.
57. Windhoff M., Opitz A., Thielscher A. Electric field calculations in brain stimulation based on finite elements: an optimized processing pipeline for the generation and usage of accurate individual head models. Hum Brain Mapp 2013, 34:923-935.
58. Wolters C., Kuhn M., Anwander A., Reitzinger S. A parallel algebraic multigrid solver for finite element method based source localization in the human brain. Comput Vis Sci 2002, 5:165-177.
59. Yunokuchi K., Cohen D. Developing a more focal magnetic stimulator. Part II: fabricating coils and measuring induced current distributions. J Clin Neurophysiol 1991, 8:112-120.
60. Zhang Y., van Drongelen W., He B. Estimation of in vivo brain-to-skull conductivity ratio in humans. Appl Phys Lett 2006, 89:223903-2239033.