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Deep learning prediction of curve severity from rasterstereographic back images in adolescent idiopathic scoliosis.

Martina MinottiStefano NegriniAndrea CinaFabio GalbuseraFabio ZainaTito Bassani
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 (2023)
Despite some improvement over previous approaches that relied on spine shape reconstruction, the performance of the present fully automatic application is below that of radiographic evaluation performed by human operators. The study confirms that rasterstereography cannot be considered a valid non-invasive alternative to radiographic examination for clinical purposes.
Keyphrases
  • deep learning
  • convolutional neural network
  • endothelial cells
  • artificial intelligence
  • machine learning
  • induced pluripotent stem cells
  • optical coherence tomography