Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge
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Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge
Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu
AbstractKidney 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.