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Auto3DSeg for Brain Tumor Segmentation from 3D MRI in BraTS 2023 Challenge

Computer Vision and Pattern Recognition 2025-10-30 v1
Authors: Andriy Myronenko , Dong Yang , Yufan He , Daguang Xu
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Abstract

In this work, we describe our solution to the BraTS 2023 cluster of challenges using Auto3DSeg from MONAI. We participated in all 5 segmentation challenges, and achieved the 1st place results in three of them: Brain Metastasis, Brain Meningioma, BraTS-Africa challenges, and the 2nd place results in the remaining two: Adult and Pediatic Glioma challenges.

Keywords

brain tumor segmentation Auto3DSeg MONAI BraTS 2023 3D MRI

Cite

@article{arxiv.2510.25058,
  title  = {Auto3DSeg for Brain Tumor Segmentation from 3D MRI in BraTS 2023 Challenge},
  author = {Andriy Myronenko and Dong Yang and Yufan He and Daguang Xu},
  journal= {arXiv preprint arXiv:2510.25058},
  year   = {2025}
}

Comments

BraTS23 winner

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