Semi-automatic stereotactic coordinate identification algorithm for routine localization of Deep Brain Stimulation electrodes

被引:12
作者
Hebb, Adam O. [1 ]
Miller, Kai J. [1 ]
机构
[1] Univ Washington, Dept Neurosurg, Seattle, WA 98195 USA
关键词
Deep Brain Stimulation; Movement disorders; Computer image processing; Extended Hounsfield unit; Computed Tomography; Magnetic Resonance imaging; Stereotaxy; Computerized image analysis; TREATMENT-RESISTANT DEPRESSION; COMPUTED-TOMOGRAPHY IMAGES; SUBTHALAMIC NUCLEUS; PARKINSONS-DISEASE; ACTIVE CONTACTS; CT; REGISTRATION;
D O I
10.1016/j.jneumeth.2009.12.016
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Deep Brain Stimulation (DBS) is a routine therapy for movement disorders, and has several emerging indications. We present a novel protocol to define the stereotactic coordinates of metallic DBS implants that may be routinely employed for validating therapeutic anatomical targets. Patients were referred for troubleshooting or new DBS implantation. A volumetric MRI of the brain obtained prior to or during this protocol was formatted to the Anterior Commissure-Posterior Commissure (AC-PC) coordinate system. Patients underwent a CT scan of the brain in an extended Hounsfield unit (EHU) mode. A semi-automatic detection algorithm based on a Normalized Mutual Information (NMI) co-registration method was implemented to measure the AC-PC coordinates of each DBS contact. This algorithm was validated using manual DBS contact identification. Fifty MRI-CT image pairs were available in 39 patients with a total of 336 DBS electrodes. The median and mean Euclidean distance errors for automatic identification of electrode locations were 0.20 mm and 0.22 mm, respectively. This method is an accurate method of localization of active DBS contacts within the sub-cortical region. As the investigational indications of DBS expand, this method may be used for verification of final implant coordinates, critical for understanding clinical benefit and comparing efficacy between subjects. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:114 / 119
页数:6
相关论文
共 20 条
[1]  
[Anonymous], 1997, SEMINUMERICAL ALGORI
[2]  
Fetter A. L., 1980, THEORETICAL MECH PAR
[3]   Subthalamic nucleus stimulation in Parkinson's disease - Anatomical and electrophysiological localization of active contacts [J].
Godinho, F. ;
Thobois, S. ;
Magnin, M. ;
Guenot, M. ;
Polo, G. ;
Benatru, I. ;
Xie, J. ;
Salvetti, A. ;
Garcia-Larrea, L. ;
Broussolle, E. ;
Mertens, P. .
JOURNAL OF NEUROLOGY, 2006, 253 (10) :1347-1355
[4]   Deep brain stimulation in the subthalamic area is more effective than nucleus ventralis intermedius stimulation for bilateral intention tremor [J].
Hamel, W. ;
Herzog, J. ;
Kopper, F. ;
Pinsker, M. ;
Weinert, D. ;
Mueller, D. ;
Krack, P. ;
Deuschl, G. ;
Mehdorn, H. M. .
ACTA NEUROCHIRURGICA, 2007, 149 (08) :749-758
[5]   Imaging of Deep Brain Stimulation Leads Using Extended Hounsfield Unit CT [J].
Hebb, Adam O. ;
Poliakov, Andrew V. .
STEREOTACTIC AND FUNCTIONAL NEUROSURGERY, 2009, 87 (03) :155-160
[6]  
Jackson SA, 2004, Cross-Sectional Imaging Made Easy, V2nd
[7]   The Canadian multicentre study of deep brain stimulation for cervical dystonia [J].
Kiss, Zelma H. T. ;
Doig-Beyaert, Kristina ;
Eliasziw, Michael ;
Tsui, Joseph ;
Haffenden, Angela ;
Suchowersky, Oksana .
BRAIN, 2007, 130 :2879-2886
[8]  
KLOTZ E, 1990, MED IMAGING, V4, P642
[9]   Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease [J].
Krack, P ;
Batir, A ;
Van Blercom, N ;
Chabardes, S ;
Fraix, V ;
Ardouin, C ;
Koudsie, A ;
Limousin, PD ;
Benazzouz, A ;
LeBas, JF ;
Benabid, AL ;
Pollak, P .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (20) :1925-1934
[10]   CT of metal implants: Reduction of artifacts using an extended CT scale technique [J].
Link, TM ;
Berning, W ;
Scherf, S ;
Joosten, U ;
Joist, A ;
Engelke, K ;
Daldrup-Link, HE .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2000, 24 (01) :165-172