DocumentCode :
1403834
Title :
Accurate Localization of Optic Radiation During Neurosurgery in an Interventional MRI Suite
Author :
Daga, Pankaj ; Winston, Gavin ; Modat, Marc ; White, Mark ; Mancini, Laura ; Cardoso, M. Jorge ; Symms, Mark ; Stretton, Jason ; McEvoy, Andrew W. ; Thornton, John ; Micallef, Caroline ; Yousry, Tarek ; Hawkes, David J. ; Duncan, John S. ; Ourselin, Sebas
Author_Institution :
Centre for Med. Image Comput., Univ. Coll. London, London, UK
Volume :
31
Issue :
4
fYear :
2012
fDate :
4/1/2012 12:00:00 AM
Firstpage :
882
Lastpage :
891
Abstract :
Accurate localization of the optic radiation is key to improving the surgical outcome for patients undergoing anterior temporal lobe resection for the treatment of refractory focal epilepsy. Current commercial interventional magnetic resonance imaging (MRI) scanners are capable of performing anatomical and diffusion weighted imaging and are used for guidance during various neurosurgical procedures. We present an interventional imaging workflow that can accurately localize the optic radiation during surgery. The workflow is driven by a near real-time multichannel nonrigid image registration algorithm that uses both anatomical and fractional anisotropy pre- and intra-operative images. The proposed workflow is implemented on graphical processing units and we perform a warping of the pre-operatively parcellated optic radiation to the intra-operative space in under 3 min making the proposed algorithm suitable for use under the stringent time constraints of neurosurgical procedures. The method was validated using both a numerical phantom and clinical data using pre- and post-operative images from patients who had undergone surgery for treatment of refractory focal epilepsy and shows strong correlation between the observed post-operative visual field deficit and the predicted damage to the optic radiation. We also validate the algorithm using interventional MRI datasets from a small cohort of patients. This work could be of significant utility in image guided interventions and facilitate effective surgical treatments.
Keywords :
biomedical MRI; brain; diseases; graphics processing units; image registration; medical image processing; neurophysiology; surgery; anatomical images; anatomical imaging; anterior temporal lobe resection; diffusion weighted imaging; fractional anisotropy images; graphical processing units; interventional MRI scanners; interventional MRI suite; interventional imaging workflow; intraoperative images; intraoperative space; magnetic resonance imaging; multichannel nonrigid image registration algorithm; neurosurgery; neurosurgical procedure guidance; numerical phantom; optic radiation localization; parcellated optic radiation warping; post operative visual field deficit; preoperative images; refractory focal epilepsy treatment; surgical outcome; Biomedical optical imaging; Joints; Magnetic resonance imaging; Optical imaging; Phantoms; Surgery; Epilepsy; interventional magnetic resonance imaging (MRI); multichannel image registration; optic radiation; Algorithms; Epilepsy; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging, Interventional; Optic Nerve Injuries; Phantoms, Imaging; Radiation Injuries; Radiation Monitoring; Reproducibility of Results;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2011.2179668
Filename :
6109349
Link To Document :
بازگشت