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Deep learning-based detection and segmentation of diffusion abnormalities in acute ischemic stroke.

Chin-Fu LiuJohnny HsuXin XuSandhya RamachandranVictor WangMichael I MillerArgye E HillisAndreia Vasconcellos Farianull null
Published in: Communications medicine (2021)
Our tool is fast, public, accessible to non-experts, with minimal computational requirements, to detect and segment lesions via a single command line. Therefore, it fulfills the conditions to perform large scale, reliable and reproducible clinical and translational research.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • healthcare
  • machine learning
  • mental health
  • electronic health record