DocumentCode :
1307099
Title :
A Brain-Deformation Framework Based on a Linear Elastic Model and Evaluation Using Clinical Data
Author :
Zhang, Chenxi ; Wang, Manning ; Song, Zhijian
Author_Institution :
Digital Med. Res. Center, Fudan Univ., Shanghai, China
Volume :
58
Issue :
1
fYear :
2011
Firstpage :
191
Lastpage :
199
Abstract :
In image-guided neurosurgery, brain tissue displacement and deformation during neurosurgical procedures are a major source of error. In this paper, we implement and evaluate a linear-elastic-model-based framework for correction of brain shift using clinical data from five brain tumor patients. The framework uses a linear elastic model to simulate brain-shift behavior. The model is driven by cortical surface deformations, which are tracked using a surface-tracking algorithm combined with a laser-range scanner. The framework performance was evaluated using displacements of anatomical landmarks, tumor contours and self-defined evaluation parameters. The results show that tumor deformations predicted by the present framework agreed well with the ones observed intraoperatively, especially in the parts of the larger deformations. On average, a brain shift of 3.9 mm and a tumor margin shift of 4.2 mm were corrected to 1.2 and 1.3 mm, respectively. The entire correction process was performed in less than 5 min. The data from this study suggest that the technique is a suitable candidate for intraoperative brain-deformation correction.
Keywords :
biomechanics; biomedical imaging; biomedical measurement; brain; deformation; elasticity; measurement by laser beam; neurophysiology; spatial variables measurement; surgery; tumours; anatomical landmark displacement; brain deformation framework; brain shift behavior; brain shift correction; brain tissue deformation; brain tissue displacement; brain tumor patients; cortical surface deformations; image guided neurosurgery; laser range scanner; linear elastic model based framework; neurosurgical procedures; surface tracking algorithm; tumor contours; Biological system modeling; Boundary conditions; Brain modeling; Deformable models; Mathematical model; Tumors; Brain deformation; evaluation; image-guided surgery; laser-range scanner (LRS); linear elastic model; Adult; Aged; Brain; Brain Neoplasms; Elastic Modulus; Humans; Image Processing, Computer-Assisted; Linear Models; Magnetic Resonance Imaging; Middle Aged; Models, Neurological; Surgery, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2010.2070503
Filename :
5559405
Link To Document :
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