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Optimization of S2-alar-iliac screw (S2AI) fixation in adult spine deformity using a comprehensive genetic algorithm and finite element model personalized to patient geometry and bone mechanical properties.

Ningxin QiaoIsabelle VillemureZhi WangYvan PetitCarl-Éric Aubin
Published in: Spine deformity (2024)
Our study proposed a patient-specific FEM to optimize the S2AI screw size and trajectory using a robust BM approach with GA. This approach considers surgical constraints and consistently improves fixation performance.
Keyphrases
  • finite element
  • artificial intelligence
  • minimally invasive
  • machine learning
  • pet ct
  • deep learning
  • case report
  • bone mineral density
  • genome wide
  • gene expression
  • neural network