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MRI histogram analysis enables objective and continuous classification of intervertebral disc degeneration.

Christian WaldenbergHanna HebelkaHelena BrisbyKerstin Magdalena Lagerstrand
Published in: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society (2017)
Histogram features correlated well with IVD degeneration, suggesting that IVD histogram analysis is a suitable tool for objective and continuous IVD degeneration classification. As histogram analysis revealed IVD heterogeneity, it may be a clinical tool for characterization of regional IVD degeneration effects. To elucidate the usefulness of histogram analysis in patient management, IVD histogram features between asymptomatic and symptomatic individuals needs to be compared.
Keyphrases
  • contrast enhanced
  • diffusion weighted imaging
  • machine learning
  • magnetic resonance imaging
  • case report