Radka Stoyanova1, Raj Rajpara1,
1Radiation Oncology, University of
Miami, Miami, FL, United States; 2Diagnostic Radiology, University
of Miami, Miami, FL, United States
We
present an application of Pattern Recognition technique for analysis of
DCE-MRI data from patients with prostate cancer and after prostatectomy. Our
analysis indicates that we can detect the area of tumor burden in the
prostate as well as abnormalities suggestive of residual/recurrent tumor in
the prostate bed. The constructed 3D maps can be directly imported into
DICOM-RT ready format to the RT planning system for targeting of the contrast
enhancing areas specifically in order to improve tumor control and limit
toxicity.