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Aiming at the problem of accurate detection of the prostate capsule, this paper designed an accurate detection network of the prostate capsule by integrating 3d non-parametric residual attention mechanism SimAM and SSD, whcih called Attention based on Single Shot Multibox Detector (ASSD). Compared with other mentioned methods, ASSD got the best detetion precision.
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