Multimodal MRI habitat atlas for personalised re-haemorrhage risk prediction in brainstem cavernous malformations
The multimodal MRI habitat atlas provides a robust and reproducible tool for individualised re-haemorrhage risk stratification in BSCMs, facilitating clinical decision-making for surveillance or intervention while reducing the likelihood of overtreatment.
Authors
- Kai Quan
- Ganglei Li
- Hongfei Zhang (ORCID: https://orcid.org/0000-0002-4659-4241)
- Yu Ma (ORCID: https://orcid.org/0009-0003-2538-9446)
- Dong Xc
- Xiao Ying
- Haohuai Gui
- Jiaxi Zhou
- Zun Liu
- Yuchuan Zhao
- Zongze Li
- Wei Zhu
Institutions
- Fudan University (CN)
- Shanghai Institute of Computing Technology (CN)
- Shanghai Clinical Research Center (CN)
- Huashan Hospital (CN)
- Shanghai Center for Brain Science and Brain-Inspired Technology (CN)
Publication Details
- Journal
- Stroke and Vascular Neurology
- Published
- 2026-02-04
- DOI
- https://doi.org/10.1136/svn-2025-004701
- Primary Topic
- Intracerebral and Subarachnoid Hemorrhage Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Shanghai
- Shanghai Municipal Health Commission
- National Natural Science Foundation of China
- Shanghai Municipal Education Commission
- Science and Technology Commission of Shanghai Municipality
- National Science and Technology Major Project