Title :
The role of magnetic resonance imaging in prostate cancer imaging and staging
Author :
Lenkinski, Robert E.
Author_Institution :
Dept. of Radiol., Beth Israel Deaconess Med. Center, Boston, MA, USA
fDate :
March 30 2011-April 2 2011
Abstract :
MRI of the prostate can be used to address several of the clinical issues associated with diagnosing and treating prostate cancer. We have found dynamic contrast enhanced MRI (DCEMRI) to be valuable tool in visualizing and characterizing malignancies. Our approach is based on the three-time point method (3TP), which is a simplified model based method for analyzing DCEMRI of the prostate. This method is a high-spatial, low temporal resolution approach. We have found that this approach can be combined with more conventional MRI methods to give highly accurate staging of prostate cancer. An unanticipated clinical benefit has been the ability to use DCEMRI to image men with elevated PSA and repeat negative biopsy. We have also used a model independent approach based on principal component analysis (PCA) to analyze the DCEMRI datasets.
Keywords :
biomedical MRI; cancer; medical image processing; principal component analysis; spatiotemporal phenomena; biopsy; dynamic contrast enhanced MRI; high-spatial low-temporal resolution approach; magnetic resonance imaging; malignancies; principal component analysis; prostate cancer imaging; three-time point method; Analytical models; Biopsy; Magnetic resonance imaging; Principal component analysis; Prostate cancer; Tumors;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872829