Lumbar Spine Surgery Outcome Prediction
Continuous prediction was presented as an alternative to success-versus-non-success classification because it preserves more outcome nuance. The study included separate ODI prediction cohorts for LDH and LSS cases. The study developed mach…
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Continuous prediction was presented as an alternative to success-versus-non-success classification because it preserves more outcome nuance. The study included separate ODI prediction cohorts for LDH and LSS cases. The study developed machine learning models to predict continuous patient-reported outcomes after elective lumbar spine surgery. The primary predicted outcome was 12-month Oswestry Disability Index, with 12-month back pain and leg pain NRS scores as secondary outcomes.