Pre-operative prediction of post-operative urinary retention in lumbar surgery: a prospective validation of machine learning model - Porche, Ken; Maciel, Carolina B.; Lucke-Wold, Brandon; Mehkri, Yusuf; Murtaza, Yasmeen; Goutnik, Michael; Robicsek, Steven A.; Busl, Katharina M. (European spine journal, 2023)
Keywords: Aged; Complications; Humans; Learning algorithms; Machine Learning; Male; Medicine; Medicine & Public Health; Middle Aged; Neural networks; Neurosurgery; Original Article; Postoperative; Postoperative Complications - diagnosis; Postoperative Complications - etiology; Prediction models; Prospective Studies; Reproducibility of Results; Retrospective Studies; Surgical Orthopedics; Urinary retention; Urinary Retention - diagnosis; Urinary Retention - etiology; Urinary retention; Lumbar spine surgery; Prediction tool; Machine learning