DocumentCode :
823650
Title :
A method to track cortical surface deformations using a laser range scanner
Author :
Sinha, Tuhin K. ; Dawant, Benoit M. ; Duay, Valerie ; Cash, David M. ; Weil, Robert J. ; Thompson, Reid C. ; Weaver, Kyle D. ; Miga, Michael I.
Author_Institution :
Dept. of Med. Eng., Vanderbilt Univ., Nashville, TN, USA
Volume :
24
Issue :
6
fYear :
2005
fDate :
6/1/2005 12:00:00 AM
Firstpage :
767
Lastpage :
781
Abstract :
This paper reports a novel method to track brain shift using a laser-range scanner (LRS) and nonrigid registration techniques. The LRS used in this paper is capable of generating textured point-clouds describing the surface geometry/intensity pattern of the brain as presented during cranial surgery. Using serial LRS acquisitions of the brain´s surface and two-dimensional (2-D) nonrigid image registration, we developed a method to track surface motion during neurosurgical procedures. A series of experiments devised to evaluate the performance of the developed shift-tracking protocol are reported. In a controlled, quantitative phantom experiment, the results demonstrate that the surface shift-tracking protocol is capable of resolving shift to an accuracy of approximately 1.6 mm given initial shifts on the order of 15 mm. Furthermore, in a preliminary in vivo case using the tracked LRS and an independent optical measurement system, the automatic protocol was able to reconstruct 50% of the brain shift with an accuracy of 3.7 mm while the manual measurement was able to reconstruct 77% with an accuracy of 2.1 mm. The results suggest that a LRS is an effective tool for tracking brain surface shift during neurosurgery.
Keywords :
biomechanics; biomedical optical imaging; brain; deformation; image motion analysis; image reconstruction; image registration; laser applications in medicine; medical image processing; neurophysiology; phantoms; surgery; brain intensity pattern; brain shift; brain surface geometry; cortical surface deformations; cranial surgery; image reconstruction; laser range scanner; neurosurgery; phantom experiment; textured point-clouds; two-dimensional nonrigid image registration; Cranial; Geometrical optics; Image reconstruction; Laser surgery; Neurosurgery; Protocols; Surface emitting lasers; Surface reconstruction; Surface texture; Two dimensional displays; Brain; deformation; image-guided surgery; mutual information; registration; Algorithms; Artificial Intelligence; Cerebral Cortex; Elasticity; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Lasers; Movement; Pattern Recognition, Automated; Phantoms, Imaging; Stress, Mechanical; Surgery, Computer-Assisted;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2005.848373
Filename :
1435538
Link To Document :
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