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Using a national surgical database to predict complications following posterior lumbar surgery and comparing the area under the curve and F1-score for the assessment of prognostic capability

Zachary DeVries, Eric Locke, Mohamad Hoda, Dita Moravek, Kim Phan, Alexandra Stratton, Stephen Kingwell, Eugene K. Wai, Philippe Phan

2021The Spine Journal99 citationsDOI

Topics & Concepts

MedicineReceiver operating characteristicLogistic regressionLumbarRetrospective cohort studyArea under the curveSurgeryCohortInternal medicineSpine and Intervertebral Disc PathologyCervical and Thoracic MyelopathyMedical Imaging and Analysis
Using a national surgical database to predict complications following posterior lumbar surgery and comparing the area under the curve and F1-score for the assessment of prognostic capability | Litcius