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Using Large Context for Kidney Multi-Structure Segmentation from CTA Images. (arXiv:2208.04525v2 [eess.IV] UPDATED)
Aug. 11, 2022, 1:12 a.m. | Weiwei Cao, Yuzhu Cao
cs.CV updates on arXiv.org arxiv.org
Accurate and automated segmentation of multi-structure (i.e., kidneys, renal
tu-mors, arteries, and veins) from 3D CTA is one of the most important tasks
for surgery-based renal cancer treatment (e.g., laparoscopic partial
nephrectomy). This paper briefly presents the main technique details of the
multi-structure seg-mentation method in MICCAI 2022 KIPA challenge. The main
contribution of this paper is that we design the 3D UNet with the large context
information cap-turing capability. Our method ranked eighth on the MICCAI 2022
KIPA chal-lenge …
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