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Deep learning segmentation and registration-driven lung parenchymal volume and movement CT analysis in prone positioning.

Hyungin ParkSoon-Ho Yoon
Published in: PloS one (2024)
Prone positioning led to the preferential expansion of the lower lobes, correlated with FVC, and lung fibrosis limited lung expansion during prone positioning.
Keyphrases
  • deep learning
  • convolutional neural network
  • computed tomography
  • machine learning
  • artificial intelligence
  • magnetic resonance imaging
  • magnetic resonance
  • contrast enhanced
  • liver fibrosis