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Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition.

Mumu AktarDonatella TampieriHassan RivazMarta Kersten-OertelYiming Xiao
Published in: International journal of computer assisted radiology and surgery (2020)
ACCESS automates collateral scoring to mitigate the shortcomings of the standard clinical practice. It is a robust approach, which resembles how radiologists score clinical scans, and can be used to help radiologists in clinical decisions of stroke treatment.
Keyphrases
  • clinical practice
  • atrial fibrillation
  • artificial intelligence
  • computed tomography
  • deep learning
  • machine learning
  • magnetic resonance
  • brain injury
  • smoking cessation