INSTANCE 2022 (INtracranial Hemorrhage Segmentation ChallengE) is a brain CT dataset for the segmentation of intracranial hemorrhage (ICH) and is a challenge at MICCAI 2022. Intracranial hemorrhage (ICH) is a severe brain condition and a major cause of stroke. Non-contrast head computed tomography (NCCT) is the primary imaging method for diagnosing ICH, and estimation of hematoma volume is crucial for the prognosis and treatment decisions for ICH patients. The dataset includes a training set of

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INSTANCE 2022
│
├── train
│   ├── data
│   │   ├── 001.nii.gz
│   │   ├── 002.nii.gz
│   │   └── ...
│   │
│   ├── label
│       ├── 001.nii.gz
│       ├── 002.nii.gz
│       └── ...
│
├── evaluation
    ├── 101.nii.gz
    ├── 102.nii.gz
    └── ...

@misc{li2023stateoftheart,
      title={The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge}, 
      author={Xiangyu Li and Gongning Luo and Kuanquan Wang and Hongyu Wang and Jun Liu and Xinjie Liang and Jie Jiang and Zhenghao Song and Chunyue Zheng and Haokai Chi and Mingwang Xu and Yingte He and Xinghua Ma and Jingwen Guo and Yifan Liu and Chuanpu Li and Zeli Chen and Md Mahfuzur Rahman Siddiquee and Andriy Myronenko and Antoine P. Sanner and Anirban Mukhopadhyay and Ahmed E. Othman and Xingyu Zhao and Weiping Liu and Jinhuang Zhang and Xiangyuan Ma and Qinghui Liu and Bradley J. MacIntosh and Wei Liang and Moona Mazher and Abdul Qayyum and Valeriia Abramova and Xavier Lladó and Shuo Li},
      year={2023},
      eprint={2301.03281},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}
 
@ARTICLE{9511297,
  author={Li, Xiangyu and Luo, Gongning and Wang, Wei and Wang, Kuanquan and Gao, Yue and Li, Shuo},
  journal={IEEE Journal of Biomedical and Health Informatics}, 
  title={Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation}, 
  year={2022},
  volume={26},
  number={3},
  pages={1140-1151},
  doi={10.1109/JBHI.2021.3103850}}

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发布日期： April, 2022