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Evaluation of interrater reliability of different muscle segmentation techniques in diffusion tensor imaging.

Johannes ForstingRobert RehmannMarlena RohmMartijn FroelingLara Schlaffke
Published in: NMR in biomedicine (2020)
Diffusion data can be assessed by volume tractography, standard tractography and manual segmentation with high interrater reliability. Each method produces different results for the investigated DTI parameters. Volume-based tractography was superior to conventional manual segmentation and tractography regarding interrater reliability and detection of intramuscular variance, while tract-based analysis showed the lowest coefficients of variation.
Keyphrases
  • white matter
  • deep learning
  • convolutional neural network
  • multiple sclerosis
  • skeletal muscle
  • electronic health record
  • loop mediated isothermal amplification
  • mass spectrometry
  • single molecule
  • monte carlo