arXiv Open Access 2023

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

Andriy Myronenko Dong Yang Yufan He Daguang Xu

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Abstrak

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.

Topik & Kata Kunci

cs.CV

Penulis (4)

Andriy Myronenko

Dong Yang

Yufan He

Daguang Xu

Format Sitasi

APA MLA BibTeX

Myronenko, A., Yang, D., He, Y., Xu, D. (2023). Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge. https://arxiv.org/abs/2310.04110

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓