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Development and Validation of Machine Learning Algorithms for Predicting Prolonged Postoperative Opioid Use in Spinal Metastatic Disease

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American Journal of Hospice and Palliative Medicine®

Published online on

Abstract

American Journal of Hospice and Palliative Medicine®, Volume 43, Issue 6, Page 660-667, June 2026.
IntroductionOperative management of spinal metastatic disease is largely for symptom palliation and revolves around the expectation that postoperative survival will exceed the recovery period. Long-term postoperative opioid use is a clinically useful ...