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A cluster analysis describing spine and torso shape in Lenke type 1 adolescent idiopathic scoliosis.

Adrian C GardnerFiona BerrymanPaul Pynsent
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 (2020)
These clusters represent a new description of Lenke 1 AIS that comprises both coronal and sagittal measures of the spine combined with a measure of torso asymmetry. Automated identification of the clusters is accurate. The ability to identify subtypes of deformity, based on parameters that affect both the spine and the torso in AIS, leads to as better understanding of the totality of the deformity seen.
Keyphrases
  • machine learning
  • deep learning
  • high resolution