An evaluation of U-Net in Renal Structure Segmentation

09/06/2022

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by   Haoyu Wang, et al.

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Renal structure segmentation from computed tomography angiography (CTA) is essential for many computer-assisted renal cancer treatment applications. Kidney PArsing (KiPA 2022) Challenge aims to build a fine-grained multi-structure dataset and improve the segmentation of multiple renal structures. Recently, U-Net has dominated the medical image segmentation. In the KiPA challenge, we evaluated several U-Net variants and selected the best models for the final submission.