Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge
2023-10-06Code Available0· sign in to hype
Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu
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- github.com/Project-MONAI/MONAIOfficialIn paperpytorch★ 7,959
Abstract
Kidney and Kidney Tumor Segmentation Challenge (KiTS) 2023 offers a platform for researchers to compare their solutions to segmentation from 3D CT. In this work, we describe our submission to the challenge using automated segmentation of Auto3DSeg available in MONAI. Our solution achieves the average dice of 0.835 and surface dice of 0.723, which ranks first and wins the KiTS 2023 challenge.