annotation of vessels for 271 TOF-MRA volumes
收藏科学数据银行2024-10-29 更新2026-04-23 收录
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资源简介：
We manually annotated 271 (healthy : pathological = 150 : 121) TOF-MRA volumes, including 28,128 slices. This annotated dataset, named CereVessMRA, supports the development of deep learning methods for cerebrovascular segmentation (please also refer to our work: https://github.com/YingChen7/HQA_Cerebrovasculature/blob/data/2_CereVessSeg_CereVessPro/README.md). The 150 annotated healthy TOF-MRA volumes from UK subjects were sourced from three different institutions, as part of the UK-Hset. The 121 annotated pathological TOF-MRA volumes from Chinese subjects were provided by Datian General Hospital in Fujian Province, China. This large-scale and multi-center cerebral arterial annotation dataset facilitated the development of generalizable deep learning models for automatic and precise cerebral arterial segmentation.If you use this dataset, please cite following paper:Guo, B., Chen, Y., Lin, J. et al. Self-supervised learning for accurately modelling hierarchical evolutionary patterns of cerebrovasculature. Nat Commun 15, 9235 (2024). https://doi.org/10.1038/s41467-024-53550-5
提供机构：
Ludwig-Maximilians-Universität München; Beihang University; West China Xiamen Hospital of Sichuan University
创建时间：
2024-09-25
