https://scholars.lib.ntu.edu.tw/handle/123456789/636433
Title: | External validation of machine learning algorithm predicting prolonged opioid prescriptions in opioid-naïve lumbar spine surgery patients using a Taiwanese cohort | Authors: | Chen, Shin-Fu Su, Chih-Chi CHUAN-CHING HUANG Ogink, Paul T Yen, Hung-Kuan Groot, Olivier Q MING-HSIAO HU |
Keywords: | Asians; Machine learning; Opioid-related disorders; Orthopedic procedures; Validation study | Issue Date: | 13-Jul-2023 | Source: | Journal of the Formosan Medical Association = Taiwan yi zhi | Abstract: | Identifying patients at risk of prolonged opioid use after surgery prompts appropriate prescription and personalized treatment plans. The Skeletal Oncology Research Group machine learning algorithm (SORG-MLA) was developed to predict the risk of prolonged opioid use in opioid-naive patients after lumbar spine surgery. However, its utility in a distinct country remains unknown. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/636433 | ISSN: | 0929-6646 | DOI: | 10.1016/j.jfma.2023.06.027 |
Appears in Collections: | 醫學系 |
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