Exploring supportive care needs of lung cancer patients in China and predicting with machine learning models.

Journal: Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer
Published Date:

Abstract

PURPOSE: This study aims to explore the level of supportive care needs among hospitalized lung cancer patients in China, explore the key influencing factors and use machine learning (ML) to develop predictive models for the level of supportive care needs among hospitalized lung cancer patients.

Authors

  • Zimeng Chen
    Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
  • Sifan Qiu
    The Seventh Clinical Medicine College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, 518100, China.
  • Chunmei Luo
    The Seventh Clinical Medicine College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, 518100, China.
  • Jixiang Zeng
    The Seventh Clinical Medicine College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, 518100, China.
  • Bifang Huang
    The Seventh Clinical Medicine College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, 518100, China.
  • Juanxia Zheng
    The Seventh Clinical Medicine College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, 518100, China. 1209910361@qq.com.