Expanding access to cerebrovascular imaging with routine MRI for pre-surgical assessment of intracranial tumor patients: an AI model development and multi-center validation study

Abstract Background Angiography is the gold standard for assessing the relationship between cerebral arteries and intracranial tumors, but its use is limited in low- and middle-income countries for various reasons. Contrast-enhanced T1-weighted MRI (T1C) is much more widely available, yet an accurat...

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Príomhchruthaitheoirí:	Chaoyue Chen, Zhouyang Huang, Yanjie Zhao, Haoze Jiang, Yuen Teng, Xiaoping Ran, Yang Zhang, Shuangyi Zhang, Junkai Zheng, Clare Liu, Yu Hua, Fumin Zhao, Yi Zhang, Lei Zhang, Jianguo Xu
Formáid:	Artigo
Teanga:	Inglês
Foilsithe / Cruthaithe:	BMC 2026-02-01
Sraith:	BMC Medicine
Ábhair:	Neurosurgical assessment Intracranial tumors Health equity Deep learning Magnetic resonance imaging
Rochtain ar líne:	https://doi.org/10.1186/s12916-026-04723-0
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