Spine
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Multicenter Study
Machine Learning for Benchmarking Adolescent Idiopathic Scoliosis Surgery Outcomes.
Retrospective cohort. ⋯ Classification of benchmark outcomes is improved with ensemble ML techniques and may provide much needed case-adjustment for a surgeon performance program. Precise estimates of health-related quality of life scores and continuous variables were not possible, suggesting that performance classification is a better method of performance evaluation.
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Meta Analysis
Incidence and Recurrence of Deep Spine Surgical Site Infections: A Systematic Review and meta-analysis.
Systematic review and meta-analysis. ⋯ The pooled incidence rate of deep SSI post-thoracolumbar spinal surgery is 1.5%. The rate of recurrence and repeat debridement is at least 12%, up to 25%. Persistent infection is a significant risk, highlighting the need for standardized treatment protocols. Our review further demonstrates heterogeneity in management strategies. Large-scale prospective studies are needed to develop better evidence around deep SSI incidence and management in the instrumented thoracolumbar adult spinal fusion population.
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Meta Analysis
Preoperative HbA1c and Postoperative Outcomes in Spine Surgery: A Systematic Review and Meta-Analysis.
Systematic review and meta-analysis. ⋯ IV.
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Retrospective cohort study. ⋯ This study demonstrated that our novel TSRT anterior release technique demonstrated complication rates similar to those published in the literature for posterior release. TSRT can be used as an alternative to posterior release techniques for refractory cases or when a posterior approach is not considered viable.