Improving recorded volume in mesial temporal lobe by optimizing stereotactic intracranial electrode implantation planning

International Journal of Computer Assisted Radiology and Surgery

Volumn 10, Issue 10, 2015, Pages 1599-1615

  Zelmann, R ^a   Beriault, S ^a   Marinho, M M ^b   Mok, K ^b   Hall, J A ^b   Guizard, N ^a   Haegelen, C ^c   Olivier, A ^b   Pike, G B ^a   Collins, D L ^a  

^a MCGILL UNIVERSITY   (Canada)

^b MCGILL UNIVERSITY   (Canada)

^c UNIVERSITÉ DE RENNES 1   (France)

Author keywords

Automatic target segmentation; Depth electrode implantation; Intracranial EEG recording; Stereoelectroencephalography (SEEG); Trajectory optimization

Indexed keywords

ARTICLE; BRAIN DEPTH RECORDING; BRAIN REGION; BRAIN SIZE; CLINICAL ARTICLE; CLINICAL ASSESSMENT; CLINICAL EVALUATION; COMPARATIVE STUDY; CONTROLLED STUDY; DEPTH ELECTRODE; ELECTRODE IMPLANT; ELECTRODE IMPLANTATION; ELECTROENCEPHALOGRAM; EPILEPSY; HIGH RISK PATIENT; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; NEUROIMAGING; NEURONAVIGATION; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; PROCESS OPTIMIZATION; RETROSPECTIVE STUDY; RISK ASSESSMENT; RISK FACTOR; STRUCTURE ANALYSIS; TEMPORAL LOBE; TREATMENT PLANNING; ELECTROENCEPHALOGRAPHY; PROCEDURES; THREE DIMENSIONAL IMAGING;

ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; RETROSPECTIVE STUDIES; TEMPORAL LOBE;

EID: 84942984090     PISSN: 18616410     EISSN: 18616429     Source Type: Journal    
DOI: 10.1007/s11548-015-1165-6     Document Type: Article

References (40)

1. Engel J, Pedley TA (2008) Epilepsy: a comprehensive textbook. Wolters Kluwer Health/Lippincott Williams & Wilkins, Philadelphia
2. Olivier A, Boling WW, Tanriverdi T (2012) Techniques in epilepsy surgery: the MNI approach. Cambridge medicine. Cambridge University Press, Cambridge
3. Guenot M, Isnard J, Ryvlin P, Fischer C, Ostrowsky K, Mauguiere F, Sindou M (2001) Neurophysiological monitoring for epilepsy surgery: the Talairach SEEG method. Stereotact Funct Neurosurg 77(1–4):29–32
4. Cossu M, Schiariti M, Francione S, Fuschillo D, Gozzo F, Nobili L, Russo GL (2012) Stereoelectroencephalography in the presurgical evaluation of focal epilepsy in infancy and early childhood. J Neurosurg Pediatr 9(3):290–300. doi:10.3171/2011.12.PEDS11216
5. Guénot MM (2011) SEEG-guided RF-thermocoagulation of epileptic foci: a therapeutic alternative for drug-resistant non-operable partial epilepsies. Adv Tech Stand Neurosurg 36:61–78
6. Tanriverdi T, Ajlan A, Poulin N, Olivier A (2009) Morbidity in epilepsy surgery: an experience based on 2449 epilepsy surgery procedures from a single institution. J Neurosurg 110(6):1111–1123. doi:10.3171/2009.8.JNS08338
7. Grewal S, Gotman J (2005) An automatic warning system for epileptic seizures recorded on intracerebral EEGs. Clin Neurophysiol 116(10):2460–2472. doi:10.1016/j.clinph.2005.05.020
8. Janjarasjitt S (2014) Spectral exponent characteristics of intracranial EEGs for epileptic seizure classification. IRBM. doi:10.1016/j.irbm.2014.07.005
9. Brown MW III, Porter BE, Dlugos DJ, Keating J, Gardner AB, Storm PB Jr, Marsh ED (2007) Comparison of novel computer detectors and human performance for spike detection in intracranial EEG. Clin Neurophysiol 118(8):1744–1752. doi:10.1016/j.clinph.2007.04.017
10. Zelmann R, Mari F, Jacobs J, Zijlmans M, Dubeau F, Gotman J (2011) A comparison between detectors of high frequency oscillations. Clin Neurophysiol 123(1):106–116. doi:10.1016/j.clinph.2011.06.006
11. Beriault S, Al Subaie F, Mok K, Sadikot AF, Pike GB (2011) Automatic trajectory planning of DBS neurosurgery from multi-modal MRI datasets. Medical image computing and computer-assisted intervention: MICCAI International Conference on Medical Image Computing and Computer-Assisted Intervention 14(Pt 1), pp 259–266
12. Beriault S, Subaie FA, Collins DL, Sadikot AF, Pike GB (2012) A multi-modal approach to computer-assisted deep brain stimulation trajectory planning. Int J Comput Assist Radiol Surg 7(5):687–704. doi:10.1007/s11548-012-0768-4
13. Beriault S, Xiao Y, Bailey L, Collins DL, Sadikot AF, Pike GB (2012) Towards computer-assisted deep brain stimulation targeting with multiple active contacts. Medical image computing and computer-assisted intervention: MICCAI International Conference on Medical Image Computing and Computer-Assisted Intervention 15(Pt 1), pp 487–494
14. D’Albis T, Haegelen C, Essert C, Fernandez-Vidal S, Lalys F, Jannin P (2014) PyDBS: an automated image processing workflow for deep brain stimulation surgery. Int J Comput Assist Radiol Surg. doi:10.1007/s11548-014-1007-y
15. Essert C, Haegelen C, Lalys F, Abadie A, Jannin P (2012) Automatic computation of electrode trajectories for deep brain stimulation: a hybrid symbolic and numerical approach. Int J Comput Assist Radiol Surg 7(4):517–532
16. Guo T, Parrent A, Peters T (2007) Automatic target and trajectory identification for deep brain stimulation (DBS) procedures. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2007, pp 483–490
17. Liu Y, Dawant BM, Pallavaram S, Neimat JS, Konrad PE, D’Haese P-F, Noble JH (2012) A surgeon specific automatic path planning algorithm for deep brain stimulation. In: SPIE Medical Imaging, International Society for Optics and Photonics, pp 83161D–83161D-83110
18. De Momi E, Caborni C, Cardinale F, Casaceli G, Castana L, Cossu M, Ferrigno G (2014) Multi-trajectories automatic planner for StereoElectroEncephaloGraphy (SEEG). Int J Comput Assist Radiol Surg. doi:10.1007/s11548-014-1004-1
19. De Momi E, Caborni C, Cardinale F, Castana L, Casaceli G, Cossu M, Ferrigno G (2013) Automatic trajectory planner for stereoelectroencephalography procedures: a retrospective study. IEEE Trans Biomed Eng 60(4):986–993
20. Zombori G, Rodionov R, Nowell M, Zuluaga MA, Clarkson M, Micallef C, et al. (2014) A computer assisted planning system for the placement of SEEG electrodes in the treatment of epilepsy. In: Stoyanov D, Collins DL, Sakuma I, Abolmaesumi P, Jannin P (eds) Information processing in computer-assisted interventions, vol 8498. Lecture notes in computer science. Springer, pp 118–127. doi:10.1007/978-3-319-07521-1_13
21. Zelmann R, Beriault S, Mok K, Haegelen C, Hall J, Pike GB, Collins DL (2014) Automatic optimization of depth electrode trajectory planning. In: Clinical image-based procedures translational research in medical imaging, pp 99–107
22. Mok K, Barecki R, Podaras M, Chatillion C, Sherafat E, Olivier A (2011) Towards detailed representation of cortical anatomy and vasculature in neuronavigation. In: Epilepsy currents, 12(s1):125
23. Collins DL, Pruessner JC (2010) Towards accurate, automatic segmentation of the hippocampus and amygdala from MRI by augmenting ANIMAL with a template library and label fusion. NeuroImage 52(4):1355–1366. doi:10.1016/j.neuroimage.2010.04.193
24. Danielsson P-E (1980) Euclidean distance mapping. Comput Graph Image Process 14(3):227–248
25. Collins D, Zijdenbos A, Baaré W, Evans A (1999) ANIMAL+ INSECT: improved cortical structure segmentation. In: Information processing in medical imaging. Springer, pp 210–223
26. Frangi A, Niessen W, Vincken K, Viergever M (1998) Multiscale vessel enhancement filtering. Medical image computing and computer-assisted interventation–MICCAI’98, pp 130–137
27. Aubert-Broche B, Griffin M, Pike GB, Evans AC, Collins DL (2006) Twenty new digital brain phantoms for creation of validation image data bases. IEEE Trans Med Imaging 25(11):1410–1416. doi:10.1109/TMI.2006.883453
28. Eskildsen SF, Ostergaard LR (2006) Active surface approach for extraction of the human cerebral cortex from MRI. Medical image computing and computer-assisted intervention: MICCAI International Conference on medical image computing and computer-assisted intervention, 9(Pt 2), pp 823–830
29. Coupe P, Manjon JV, Fonov V, Pruessner J, Robles M, Collins DL (2011) Patch-based segmentation using expert priors: application to hippocampus and ventricle segmentation. Neuroimage 54(2):940–954. doi:10.1016/j.neuroimage.2010.09.018
30. Avants BB, Epstein CL, Grossman M, Gee JC (2008) Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal 12(1):26–41. doi:10.1016/j.media.2007.06.004
31. Collins DL, Holmes CJ, Peters TM, Evans AC (1995) Automatic 3D model based neuroanatomical segmentation. Hum Brain Map 3(3):190–208
32. Mazziotta J, Toga A, Evans A, Fox P, Lancaster J, Zilles K, Mazoyer B (2001) A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM). Philos Trans R Soc Lond Ser B Biol Sci 356(1412):1293–1322. doi:10.1098/rstb.2001.0915
33. Mercier L, Del Maestro RF, Petrecca K, Kochanowska A, Drouin S, Yan CX, Collins DL (2011) New prototype neuronavigation system based on preoperative imaging and intraoperative freehand ultrasound: system description and validation. Int J Comput Assist Radiol Surg 6(4):507–522. doi:10.1007/s11548-010-0535-3
34. Cardinale F, Cossu M, Castana L, Casaceli G, Schiariti MP, Miserocchi A, Lo Russo G (2013) Stereoelectroencephalography: surgical methodology, safety, and stereotactic application accuracy in 500 procedures. Neurosurgery 72(3):353–366. doi:10.1227/NEU.0b013e31827d1161 discussion 366
35. Ryvlin P, Kahane P (2005) The hidden causes of surgery-resistant temporal lobe epilepsy: extratemporal or temporal plus? Current Opin Neurol 18(2):125–127
36. Liu Y, Konrad P, Neimat J, Tatter S, Yu H, Datteri R, Dhaese P (2014) Multi-surgeon, multi-site validation of a trajectory planning algorithm for deep brain stimulation procedures. IEEE Trans Biomedi Eng 99:1–10. doi:10.1109/TBME.2014.2322776
37. Rieder C, Kroeger T, Schumann C, Hahn HK (2011) GPU-based real-time approximation of the Ablation zone for radiofrequency ablation. IEEE Trans Vis Comput Graph 17(12):1812–1821. doi:10.1109/TVCG.2011.207
38. Essert C, Marchal M, Fernandez-Vidal S, D’Albis T, Bardinet E, Haegelen C, Jannin P (2012) Automatic parameters optimization for deep brain stimulation trajectory planning. DBSMC 2012:20
39. von Ellenrieder N, Beltrachini L, Muravchik CH (2012) Electrode and brain modeling in stereo-EEG. Clin Neurophysiol 123(9):1745–1754. doi:10.1016/j.clinph.2012.01.019
40. Khlebnikov R, Kainz B, Muehl J, Schmalstieg D (2011) Crepuscular rays for tumor accessibility planning. IEEE Trans Vis Comput Graph 17(12):2163–2172. doi:10.1109/TVCG.2011.184