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A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes.

Yongkai LiuPreya ShahYannan YuJai HorseyJiahong OuyangBin JiangGuang YangNicholas J LeeperMargy E McCullough-HicksStephen M HugdalMax WintermarkPatrik MichelDavid S LiebeskindMaarten G LansbergGregory W AlbersGreg Zaharchuk
Published in: AJNR. American journal of neuroradiology (2024)
A deep learning method using acute clinical and imaging data for long-term functional outcome prediction in patients with acute ischemic stroke, the DLPD, was noninferior to that of clinical readers.
Keyphrases
  • deep learning
  • acute ischemic stroke
  • high resolution
  • atrial fibrillation
  • liver failure
  • machine learning
  • artificial intelligence
  • clinical practice
  • extracorporeal membrane oxygenation
  • glycemic control