CVOct 29, 2025
Auto3DSeg for Brain Tumor Segmentation from 3D MRI in BraTS 2023 Challenge
arXiv:2510.25058v18 citationsh-index: 29
Originality Synthesis-oriented
AI Analysis
This work addresses brain tumor segmentation for medical imaging, showing incremental improvements in a competitive benchmark setting.
The authors tackled brain tumor segmentation from 3D MRI in the BraTS 2023 challenge using Auto3DSeg, achieving first place in three out of five tasks and second place in the other two.
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.