AbstractID: 8121 Title: An ultrasound-based seed detection method for dynamic brachytherapy of the prostate We report an intraoperative seed localization and dosimetry verification system for prostate brachytherapy. It incorporates an electromagnetic (EM) sensing-based image capture system, an image processing- and pattern recognition-based needle tracking and seed localization algorithm performed on transrectal ultrasound (TRUS) images at 0.5mm intervals, and DVH-based dosimetry verification. An EM sensor is attached onto the ultrasound transducer. Immediately after seed implantation, an ultrasound scan is performed by pulling back the transducer from base to apex of the prostate. The EM sensor measures the distance from the start point and triggers the frame grabber installed in a personal computer to capture images at each 0.5mm increment. Prostate boundaries are drawn on the TRUS images separated by 5mm. The TRUS image series is then processed to localize the seeds, thus enabling the DVH calculation. All of the above steps can be performed intraoperatively immediately after seed implantation, when supplemental seed placement is still possible. The performance of the system has been tested by collecting both phantom and patient data using dosimetry results based on the same-day CT scan as the gold standard. The average 3D position discrepancy between CT and TRUS detected seeds is 1.12 ±1.02 mm (mean±standard deviation) for phantom and 2.6±1.5mm for actual patients. The percentage of the seeds within 5mm discrepancy is 98% for phantom and 75~80% for patients. The DVH discrepancy is 2.7% for V100 and 5.6% for D90 RMS-averaged over 4 patients. Conclusion: An intraoperative TRUSbased seed detection and dosimetry system has been developed and validated.