Preoperative prediction of postoperative urinary retention in lumbar surgery: a comparison of regression to multilayer neural network - Porche, Ken; Maciel, Carolina B; Lucke-Wold, Brandon; Robicsek, Steven A; Chalouhi, Nohra; Brennan, Meghan; Busl, Katharina M (Journal of neurosurgery. Spine, 2022)
Keywords: Adult; Aged; Female; Humans; Lumbar Vertebrae; Machine Learning; Male; Middle Aged; Neural Networks, Computer; Postoperative Complications - etiology; Predictive Value of Tests; Regression Analysis; Reproducibility of Results; Retrospective Studies; Risk Factors; ROC Curve; Spinal Diseases - surgery; Urinary Retention - etiology; postoperative complications; risk factors; lumbar surgery; urinary catheterization; urinary retention