Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge

Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu

Abstract: Kidney and Kidney Tumor Segmentation Challenge (KiTS) 2023 [6] 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 (https://monai.io/apps/auto3dseg) available in MONAI (https://github.com/Project-MONAI/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 (https://kits-challenge.org/kits23/#kits23-official-results).