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Last, we believe we are the first to realize automatic SP localization in pelvic US volumes, and note that our approach can handle both normal and abnormal uterus cases. Extensively validated on two challenging datasets of the uterus and fetal brain, our proposed method achieves the average localization accuracy of 7.03∘/1.59mm and 9.75∘/1.19mm. Experimental results show that our light-weight MARL model has higher accuracy than state-of-the-art methods.The application of nanostructured materials in medicine is a rapidly evolving area of