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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 Zhang
Published 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.
Keyphrases
  • machine learning
  • coronary artery
  • artificial intelligence
  • big data
  • single cell
  • deep learning
  • abdominal aortic aneurysm
  • rna seq