Pragmatic prediction of excessive length of stay after cervical spine surgery with machine learning and validation on a national scale
BACKGROUND: Extended postoperative hospital stays are associated with numerous
clinical risks and increased economic cost. Accurate preoperative prediction of extended …
clinical risks and increased economic cost. Accurate preoperative prediction of extended …
Robust prediction of non-home discharge after thoracolumbar spine surgery with ensemble machine learning and validation on a nationwide cohort
Background Delays in postoperative referrals to rehabilitation or skilled nursing facilities
contribute toward extended hospital stays. Facilitating more efficient referrals through …
contribute toward extended hospital stays. Facilitating more efficient referrals through …
Reliable Prediction of Discharge Disposition Following Cervical Spine Surgery With Ensemble Machine Learning and Validation on a National Cohort
R Feng, AA Valliani, ML Martini, JS Gal… - Clinical Spine …, 2024 - journals.lww.com
Study Design: A retrospective cohort study. Objective: The purpose of this study is to develop
a machine learning algorithm to predict nonhome discharge after cervical spine surgery that …
a machine learning algorithm to predict nonhome discharge after cervical spine surgery that …