Explainable machine learning framework to predict the risk of work-related neck and shoulder musculoskeletal disorders among healthcare professionals

• Main Authors: Na Luo (Author), Xinyi Xu (Author), Biling Jiang (Author), Zeyuan Zhang (Author), Jingyu Huang (Author), Xiulan Zhang (Author), Qiong Tan (Author), Xuanyi Wang (Author), Siyi Bai (Author), Suyi Liu (Author), Yishuang Pan (Author), Chi Tang (Author), Pinghua Zhu (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

ObjectiveThis study aims to develop risk prediction models for neck and shoulder musculoskeletal disorders among healthcare professionals.MethodsA stratified sampling method was employed to select employees from medical institutions in Nanning City, yielding 617 samples. The Boruta algorithm was use...