Development of personalized machine learning-based prediction models for short-term postoperative outcomes in patients undergoing cervical laminoplasty

被引:0
|
作者
Mert Karabacak
Konstantinos Margetis
机构
[1] Mount Sinai Health System,Department of Neurosurgery
来源
European Spine Journal | 2023年 / 32卷
关键词
Artificial intelligence; Cervical laminoplasty; Machine learning; Outcome prediction; Web application;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3857 / 3867
页数:10
相关论文
共 50 条
  • [1] Development of personalized machine learning-based prediction models for short-term postoperative outcomes in patients undergoing cervical laminoplasty
    Karabacak, Mert
    Margetis, Konstantinos
    [J]. EUROPEAN SPINE JOURNAL, 2023, 32 (11) : 3857 - 3867
  • [2] Machine Learning-Based Prediction of Short-Term Adverse Postoperative Outcomes in Cervical Disc Arthroplasty Patients
    Karabacak, Mert
    Margetis, Konstantinos
    [J]. WORLD NEUROSURGERY, 2023, 177 : E226 - E238
  • [3] A machine learning-based approach for individualized prediction of short-term outcomes after anterior cervical corpectomy
    Karabacak, Mert
    Schupper, Alexander
    Carr, Matthew
    Margetis, Konstantinos
    [J]. ASIAN SPINE JOURNAL, 2024, 18 (04) : 541 - 549
  • [4] A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections
    Karabacak, Mert
    Margetis, Konstantinos
    [J]. CANCERS, 2023, 15 (03)
  • [5] Interpretable machine learning models to predict short-term postoperative outcomes following posterior cervical fusion
    Karabacak, Mert
    Margetis, Konstantinos
    [J]. PLOS ONE, 2023, 18 (07):
  • [6] Machine learning models on a web application to predict short-term postoperative outcomes following anterior cervical discectomy and fusion
    Karabacak, Mert
    Bhimani, Abhiraj D.
    Schupper, Alexander J.
    Carr, Matthew T.
    Steinberger, Jeremy
    Margetis, Konstantinos
    [J]. BMC MUSCULOSKELETAL DISORDERS, 2024, 25 (01)
  • [7] Machine Learning-based Short-term Rainfall Prediction from Sky Data
    Tey, Fu Jie
    Wu, Tin-Yu
    Chen, Jiann-Liang
    [J]. ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2022, 16 (06)
  • [8] Machine learning-based prediction models affecting the recovery of postoperative bowel function for patients undergoing colorectal surgeries
    Yang, Shuguang
    Zhao, Huiying
    An, Youzhong
    Guo, Fuzheng
    Zhang, Hua
    Gao, Zhidong
    Ye, Yingjiang
    [J]. BMC SURGERY, 2024, 24 (01)
  • [9] Machine Learning-Based Models for Assessing Postoperative Risk Factors in Patients with Cervical Cancer
    Zhang, Yu
    Qin, Zhihui
    Li, Linrui
    Liu, Long
    Wu, Qibing
    [J]. ACADEMIC RADIOLOGY, 2024, 31 (04) : 1410 - 1418
  • [10] Feasibility of Machine Learning in the Prediction of Short-Term Outcomes Following Anterior Cervical Discectomy and Fusion
    Gowd, Anirudh K.
    O'Neill, Conor N.
    Barghi, Ameen
    O'Gara, Tadhg J.
    Carmouche, Jonathan J.
    [J]. WORLD NEUROSURGERY, 2022, 168 : E223 - E232