Ensemble learning-assisted prediction of prolonged hospital length of stay after spine correction surgery: a multi-center cohort study

Abstract Purpose This research aimed to develop a machine learning model to predict the potential risk of prolonged length of stay in hospital before operation, which can be used to strengthen patient management. Methods Patients who underwent posterior spinal deformity surgery (PSDS) from eleven me...

書誌詳細
出版年:	Journal of Orthopaedic Surgery and Research
主要な著者:	Wenle Li, Yusi Zhang, Xin Zhou, Xubin Quan, Binghao Chen, Xuewen Hou, Qizhong Xu, Weiheng He, Liang Chen, Xiaozhu Liu, Yang Zhang, Tianyu Xiang, Runmin Li, Qiang Liu, Shi-Nan Wu, Kai Wang, Wencai Liu, Jialiang Zheng, Haopeng Luan, Xiaolin Yu, Anfa Chen, Chan Xu, Tongqing Luo, Zhaohui Hu
フォーマット:	論文
言語:	英語
出版事項:	BMC 2024-02-01
主題:	Spinal deformity Posterior spinal deformity surgery Postoperative length of stay Multimodal Machine learning
オンライン･アクセス:	https://doi.org/10.1186/s13018-024-04576-4

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