Clinical-Radiomics hybrid prediction of the Risks of pedicle screw loosening after posterior lumbar fusion

Key Points

• Pedicle screw loosening risk is crucial for improving surgical outcomes after lumbar fusion, and hybrid prediction methods can enhance accuracy.
• The prediction accuracy improved significantly, with data indicating a 15% increase in predictive capability through clinical-radiomics approaches.
• Observational analysis utilized 150 surgery patients to evaluate the risk factors contributing to screw loosening after lumbar fusion procedures.
• Highlighting the integration of clinical and radiological data may inform better surgical strategies and improve patient care.