论文标题

2022多个多结构分割的多阶段框架用于肾癌治疗

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

论文作者

Liu, Yusheng, Zhao, Zhongchen, Wang, Lisheng

论文摘要

计算机断层扫描(CTA)图像上的三维(3D)肾脏解析具有极大的临床意义。肾脏,肾肿瘤,肾静脉和肾动脉的自动分割在基于手术的肾脏癌治疗方面受益匪浅。在本文中,我们提出了一个新的NNHRA-UNET网络,并使用基于它的多阶段框架来分割肾脏的多结构并参加KIPA2022挑战。

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.

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