A Multi-Stage Framework for the 2022 Multi-Structure Segmentation for Renal Cancer Treatment

07/19/2022

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by   Yusheng Liu, et al.

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Three-dimensional (3D) kidney parsing on computed tomography angiography (CTA) images is of great clinical significance. Automatic segmentation of kidney, renal tumor, renal vein and renal artery benefits a lot on surgery-based renal cancer treatment. In this paper, we propose a new nnhra-unet network, and use a multi-stage framework which is based on it to segment the multi-structure of kidney and participate in the KiPA2022 challenge.