Evaluation and analysis of risk factors for adverse events of the fractured vertebra post-percutaneous kyphoplasty: a retrospective cohort study using multiple machine learning models.

Journal: Journal of orthopaedic surgery and research
PMID: 39289697

Abstract

BACKGROUND: Adverse events of the fractured vertebra (AEFV) post-percutaneous kyphoplasty (PKP) can lead to recurrent pain and neurological damage, which considerably affect the prognosis of patients and the quality of life. This study aimed to analyze the risk factors of AEFV and develop and select the optimal risk prediction model for AEFV to provide guidance for the prevention of this condition and enhancement of clinical outcomes.

Authors

  • YingLun Zhao
    Department of Orthopedics, Xuanwu Hospital, National Clinical Research Center for Geriatric Diseases, Capital Medical University, 45 Changchun Street, Xicheng District, Beijing, 100053, China.
  • Li Bo
    Department of Bone Center, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101100, China.
  • Xueming Chen
    College of Environment and Resources, Fuzhou University, Fujian, 350116, China.
  • Yanhui Wang
    Department of Traditional Chinese Medicine, Medical College, Xiamen University, Xiamen, China.
  • LiBin Cui
    Department of Bone Center, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101100, China.
  • Yuan Xin
    Department of Bone Center, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101100, China.
  • Liu Liang
    Department of Bone Center, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, 101100, China.
  • Kong Chao
    Department of Orthopedics, Xuanwu Hospital, National Clinical Research Center for Geriatric Diseases, Capital Medical University, 45 Changchun Street, Xicheng District, Beijing, 100053, China.
  • Shibao Lu
    Department of Orthopedics & Elderly Spinal Surgery, Xuanwu Hospital of Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing, China.

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