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Automatic Detection, Classification, and Grading of Lumbar Intervertebral Disc Degeneration Using an Artificial Neural Network Model.

Wongthawat LiawrungrueangPyeoungkee KimVit KotheeranurakKhanathip JitpakdeePeem Sarasombath
Published in: Diagnostics (Basel, Switzerland) (2023)
The deep CNN model can reliably automatically grade routine T2-weighted MRIs using the Pfirrmann grading system, providing a quick and efficient method for lumbar IDD classification.
Keyphrases
  • neural network
  • deep learning
  • machine learning
  • minimally invasive
  • convolutional neural network
  • magnetic resonance
  • clinical practice
  • loop mediated isothermal amplification
  • network analysis