Development of a Machine Learning Algorithm-Based Predictive Model for Physical Activity Levels in Lung Cancer Survivors: A Cross-Sectional Study.

Journal: Journal of clinical nursing
Published Date: Jul 8, 2025

Abstract

AIMS: To investigate the physical activity levels of lung cancer survivors, analyse the influencing factors, and construct a predictive model for the physical activity levels of lung cancer survivors based on machine learning algorithms.

Authors

  • Qiaoqiao Ma
    Department of Nursing, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China.
  • Rui Wang
    Department of Clinical Laboratory Medicine Center, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China.
  • Mengyan Mo
    Department of Otorhinolaryngology, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China.
  • Jing Luo
    Department of Ophthalmology, The Second Xiangya Hospital of Central South University, 139 Middle Renmin RD, Changsha, Hunan, China.
  • Yan Wang
    College of Animal Science and Technology, Beijing University of Agriculture, Beijing, China.
  • Zerong Lian
    Department of Nursing, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China.
  • Yaqian Du
    Department of Nursing, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China.
  • Yongyan Xiang
    Department of Nursing, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China.
  • Xiaoqing Liu
  • Huxing Cao
    School of Nursing, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Lili Hou
    Department of Nursing, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Bldg 8, 2nd Fl, 639 Manufacturing Bureau Road, Huangpu district, Shanghai, China, 86 13816033620.

Keywords

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