Machine Learning-Based Prediction of Small Intracranial Aneurysm Rupture Status Using CTA-Derived Hemodynamics: A Multicenter Study.
Longjiang ZhangGuo Zhong ChenLi MaoX L LiC S ZhouShuang XiaY X ZhangBo ZhangB HuGuang Ming LuLong Jiang ZhangPublished in: AJNR. American journal of neuroradiology (2021)
This study revealed that machine learning had a good performance in predicting the rupture status of small aneurysms in both internal and external datasets. Aneurysm hemodynamic parameters were regarded as the most important predictors.