Int J CARS (2009) 4:45–52
DOI 10.1007/s11548-008-0268-8
ORIGINAL ARTICLE
Localization and registration accuracy in image guided
neurosurgery: a clinical study
Reuben R. Shamir · Leo Joskowicz · Sergey Spektor ·
Yigal Shoshan
Received: 9 January 2008 / Accepted: 23 September 2008 / Published online: 28 October 2008
© CARS 2008
Abstract
Purpose To measure and compare the clinical localization
and registration errors in image-guided neurosurgery, with
the purpose of revising current assumptions.
Materials and methods Twelve patients who underwent
brain surgeries with a navigation system were randomly
selected. A neurosurgeon localized and correlated the land-
marks on preoperative MRI images and on the intraoperative
physical anatomy with a tracked pointer. In the laboratory,
we generated 612 scenarios in which one landmark pair was
defined as the target and the remaining ones were used to
compute the registration transformation. Four errors were
measured: (1) fiducial localization error (FLE); (2) target reg-
istration error (TRE); (3) fiducial registration error (FRE); (4)
Fitzpatrick’s target registration error estimation (F-TRE). We
compared the different errors and computed their correlation.
Results The image and physical FLE ranges were 0.5–2.0
and 1.6–3.0mm, respectively. The measured TRE, FRE and
F-TRE were 4.1 ± 1.6, 3.9 ± 1.2, and 3.7 ± 2.2 mm, respec-
tively. Low correlations of 0.19 and 0.37 were observed
between the FRE and TRE and between the F-TRE and the
TRE, respectively. The differences of the FRE and F-TRE
from the TRE were 1.3 ± 1.0 mm (max = 5.5 mm) and
1.3 ± 1.2 mm (max = 7.3mm), respectively.
R. R. Shamir (B ) · L. Joskowicz
School of Engineering and Computer Science,
The Hebrew University of Jerusalem,
Givat Ram Campus, 91904 Jerusalem, Israel
e-mail: rubke@cs.huji.ac.il; shamir.ruby@gmail.com
S. Spektor · Y. Shoshan
Department of Neurosurgery, School of Medicine,
Hadassah University Hospital, Jerusalem, Israel
Conclusion Contrary to common belief, the FLE presents
significant variations. Moreover, both the FRE and the F-TRE
are poor indicators of the TRE in image-to-patient registra-
tion.
Keywords Neurosurgery · Image-guided navigation ·
Localization error · Registration error
Introduction
Image-guided surgery (IGS) has become one of the meth-
ods of choice in a wide variety of neurosurgical procedures,
including tumor biopsy, tumor resection, minimal access
craniotomies, catheter placement, treatment of hydrocepha-
lus, and deep brain stimulation, among many others [1].
IGS provides real-time, visual information of the intraop-
erative location of surgical tools with respect to preopera-
tive CT/MRI images on which skull entry points and targets
inside the brain have been defined. Since the surgeon relies on
this information to manipulate the tools and perform surgical
gestures, the localization accuracy with respect to the preop-
erative images is of utmost importance. Inaccurate localiza-
tion can be misleading at best and may result in undesired
complications.
A key step in IGS is the accurate intraoperative align-
ment, commonly termed registration, between preoperative
CT/MRI images and the intraoperative physical anatomy.
Landmark-based registration consists of correlating fiducials
and/or anatomical landmarks present in both the preoper-
ative image and intraoperatively on the patient’s anatomy.
Patients are preoperatively imaged with a few fiducial mark-
ers affixed to their skin or bone, which are then localized in
the images together with additional anatomical landmarks.
Intraoperatively, the surgeon touches the markers and the
anatomical landmarks with a tracked pointer and pairs them
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