BraTS2023-MET

BraTS2023-MET(2023年脑转移瘤分割挑战赛)是BraTS2023五大分割子任务之一。与常规针对脑胶质瘤分割的BraTS挑战赛不同,本子任务旨在从多模态MR图像(mpMRI)中分割脑转移瘤。该数据集于2023年6月发布,共计328例病例,其中包含238例带标注的训练病例,每例提供四种MR序列(t1w、t1c、t2w、t2f)的输入图像以及脑转移瘤分割结果。标注内容主要包括非强化肿瘤核心区(Non-Enhancing Tumor Core,NETC)、周围非强化FLAIR高信号区(Surrounding Non-Enhancing FLAIR hyperintense signal,SNFH)和强化肿瘤区(Enhancing Tumor,ET)。验证集仅提供图像无标注,可通过官网提交验证结果,测试集数据未公开。

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可视化图片
BraTS2023-MET_0.png
BraTS2023-MET_0.png
BraTS2023-MET_1.webp
BraTS2023-MET_1.webp
数据集元信息
维度3D
模态mri
任务类型segmentation
解剖结构脑转移瘤
解剖区域头部
类别数3
数据量328
文件格式.nii.gz
文件结构
├── ASNR-MICCAI-BraTS2023-MET-Challenge-TrainingData
│   ├── BraTS-MET-00002-000
│   │   ├── BraTS-MET-00002-000-seg.nii.gz
│   │   ├── BraTS-MET-00002-000-t1c.nii.gz
│   │   ├── BraTS-MET-00002-000-t1n.nii.gz
│   │   ├── BraTS-MET-00002-000-t2f.nii.gz
│   │   └── BraTS-MET-00002-000-t2w.nii.gz
│   ...
│
└── ASNR-MICCAI-BraTS2023-MET-Challenge-ValidationData
    ├── BraTS-MET-00013-000
    │   ├── BraTS-MET-00013-000-t1c.nii.gz
    │   ├── BraTS-MET-00013-000-t1n.nii.gz
    │   ├── BraTS-MET-00013-000-t2f.nii.gz
    │   └── BraTS-MET-00013-000-t2w.nii.gz
图像尺寸统计
统计类型 间距 (mm) 尺寸
最小值 (1.0, 1.0, 1.0) (240, 240, 155)
中位值 (1.0, 1.0, 1.0) (240, 240, 155)
最大值 (1.0, 1.0, 1.0) (240, 240, 155)
引用
@misc{moawad2023brain,
      title={The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI}, 
      author={Ahmed W. Moawad and Anastasia Janas and Ujjwal Baid and Divya Ramakrishnan and Leon Jekel and Kiril Krantchev and Harrison Moy and Rachit Saluja and Klara Osenberg and Klara Wilms and Manpreet Kaur and Arman Avesta and Gabriel Cassinelli Pedersen and Nazanin Maleki and Mahdi Salimi and Sarah Merkaj and Marc von Reppert and Niklas Tillmans and Jan Lost and Khaled Bousabarah and Wolfgang Holler and MingDe Lin and Malte Westerhoff and Ryan Maresca and Katherine E. Link and Nourel hoda Tahon and Daniel Marcus and Aristeidis Sotiras and Pamela LaMontagne and Strajit Chakrabarty and Oleg Teytelboym and Ayda Youssef and Ayaman Nada and Yuri S. Velichko and Nicolo Gennaro and Connectome Students and Group of Annotators and Justin Cramer and Derek R. Johnson and Benjamin Y. M. Kwan and Boyan Petrovic and Satya N. Patro and Lei Wu and Tiffany So and Gerry Thompson and Anthony Kam and Gloria Guzman Perez-Carrillo and Neil Lall and Group of Approvers and Jake Albrecht and Udunna Anazodo and Marius George Lingaru and Bjoern H Menze and Benedikt Wiestler and Maruf Adewole and Syed Muhammad Anwar and Dominic Labella and Hongwei Bran Li and Juan Eugenio Iglesias and Keyvan Farahani and James Eddy and Timothy Bergquist and Verena Chung and Russel Takeshi Shinohara and Farouk Dako and Walter Wiggins and Zachary Reitman and Chunhao Wang and Xinyang Liu and Zhifan Jiang and Koen Van Leemput and Marie Piraud and Ivan Ezhov and Elaine Johanson and Zeke Meier and Ariana Familiar and Anahita Fathi Kazerooni and Florian Kofler and Evan Calabrese and Sanjay Aneja and Veronica Chiang and Ichiro Ikuta and Umber Shafique and Fatima Memon and Gian Marco Conte and Spyridon Bakas and Jeffrey Rudie and Mariam Aboian},
      year={2023},
      eprint={2306.00838},
      archivePrefix={arXiv},
      primaryClass={q-bio.OT}
}
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发布日期: June, 2023

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创建时间: 2025-09-10 08:41

更新时间: 2025-09-10 09:29