https://scholars.lib.ntu.edu.tw/handle/123456789/636436
標題: | Does the Presence of Missing Data Affect the Performance of the SORG Machine-learning Algorithm for Patients With Spinal Metastasis? Development of an Internet Application Algorithm | 作者: | Huang, Chi-Ching Peng, Kuang-Ping Hsieh, Hsiang-Chieh Groot, Olivier Q Yen, Hung-Kuan Tsai, Cheng-Chen Karhade, Aditya V Lin, Yen-Po Kao, Yin-Tien Yang, Jiun-Jen Dai, Shih-Hsiang CHUAN-CHING HUANG CHIH-WEI CHEN Yen, Mao-Hsu FU-REN XIAO WEI-HSIN LIN Verlaan, Jorrit-Jan Schwab, Joseph H FENG-MING HSU Wong, Tzehong RONG-SEN YANG SHU-HUA YANG MING-HSIAO HU |
公開日期: | 12-六月-2023 | 卷: | Publish Ahead of Print | 來源出版物: | Clinical orthopaedics and related research | 摘要: | The Skeletal Oncology Research Group machine-learning algorithm (SORG-MLA) was developed to predict the survival of patients with spinal metastasis. The algorithm was successfully tested in five international institutions using 1101 patients from different continents. The incorporation of 18 prognostic factors strengthens its predictive ability but limits its clinical utility because some prognostic factors might not be clinically available when a clinician wishes to make a prediction. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/636436 | ISSN: | 0009-921X 1528-1132 |
DOI: | 10.1097/CORR.0000000000002706 |
顯示於: | 醫學系 |
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