Validation of an automated spinal fusion finite element modeling framework for the prediction of pedicle screw loosening

Key Points

• Automated finite element modeling accurately predicts pedicle screw loosening, enhancing surgical outcomes.
• The predictive model was validated using biomechanical parameters to assess screw performance under load.
• This validation study highlights the importance of computational methods in improving spinal fusion techniques.
• Significant implications for surgical planning may arise from utilizing automated models for predicting complications.