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A Radiation-Free Classification Pipeline for Craniosynostosis Using Statistical Shape Modeling.

Matthias SchaufelbergerReinald KühleAndreas WachterFrederic WeichelNiclas HagenFriedemann RingwaldUrs EisenmannJuergen HoffmannMichael EngelChristian FreudlspergerWerner Nahm
Published in: Diagnostics (Basel, Switzerland) (2022)
We present a state-of-the-art shape-model-based classification approach for a radiation-free diagnosis of craniosynostosis. Our publicly available shape model enables the assessment of craniosynostosis on realistic and synthetic data.
Keyphrases
  • machine learning
  • deep learning
  • electronic health record
  • radiation induced
  • artificial intelligence