DocumentCode
1825004
Title
Application and validation of registration framework for real-time atlas guided biopsy
Author
Narayanan ; Shen ; Davatzikos ; Crawford, D.E. ; Barqawi ; Werahera, P.N. ; Kumar ; Suri, J.S.
Author_Institution
Eigen LLC, Grass Valley, CA
fYear
2008
fDate
14-17 May 2008
Firstpage
1175
Lastpage
1178
Abstract
It is widely established that prostate cancer is a multifocal disease and cancerous lesions are not uniformly distributed within the gland. Current imaging methods cannot detect prostate cancer with sufficient sensitivity and specificity, especially localized cancers. A cancer atlas was previously demonstrated. However the atlas must be registered with a patient´s ultrasound image in a clinical procedure. Here we present the fast registration of this atlas in a clinical setting so as to map cancer likelihoods in addition to optimized biopsy locations from the atlas space to the subject to maximize cancer detection accuracy. The registration was validated on 158 subjects with cancers annotated and the detection rate was found to be 84.81% and 89.87% for optimized 7 and 12 core biopsy schemes respectively. It took less than 8 seconds for the entire registration procedure.
Keywords
biomedical ultrasonics; cancer; image registration; medical image processing; statistical analysis; cancer atlas; cancer detection accuracy; cancerous lesions; prostate cancer; real time atlas guided biopsy; registration framework; ultrasound image; Biomedical imaging; Biopsy; Cancer detection; Diseases; Image analysis; Magnetic resonance imaging; Needles; Prostate cancer; Sampling methods; Ultrasonic imaging; atlas; biopsy; cancer; prostate; registration;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location
Paris
Print_ISBN
978-1-4244-2002-5
Electronic_ISBN
978-1-4244-2003-2
Type
conf
DOI
10.1109/ISBI.2008.4541211
Filename
4541211
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