27 March 2009 Prostate contouring in MRI guided biopsy
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Proceedings Volume 7259, Medical Imaging 2009: Image Processing; 72594A (2009) https://doi.org/10.1117/12.812433
Event: SPIE Medical Imaging, 2009, Lake Buena Vista (Orlando Area), Florida, United States
Abstract
With MRI possibly becoming a modality of choice for detection and staging of prostate cancer, fast and accurate outlining of the prostate is required in the volume of clinical interest. We present a semi-automatic algorithm that uses a priori knowledge of prostate shape to arrive at the final prostate contour. The contour of one slice is then used as initial estimate in the neighboring slices. Thus we propagate the contour in 3D through steps of refinement in each slice. The algorithm makes only minimum assumptions about the prostate shape. A statistical shape model of prostate contour in polar transform space is employed to narrow search space. Further, shape guidance is implicitly imposed by allowing only plausible edge orientations using template matching. The algorithm does not require region-homogeneity, discriminative edge force, or any particular edge profile. Likewise, it makes no assumption on the imaging coils and pulse sequences used and it is robust to the patient's pose (supine, prone, etc.). The contour method was validated using expert segmentation on clinical MRI data. We recorded a mean absolute distance of 2.0 ± 0.6 mm and dice similarity coefficient of 0.93 ± 0.3 in midsection. The algorithm takes about 1 second per slice.
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Siddharth Vikal, Siddharth Vikal, Steven Haker, Steven Haker, Clare Tempany, Clare Tempany, Gabor Fichtinger, Gabor Fichtinger, } "Prostate contouring in MRI guided biopsy", Proc. SPIE 7259, Medical Imaging 2009: Image Processing, 72594A (27 March 2009); doi: 10.1117/12.812433; https://doi.org/10.1117/12.812433
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