Machine learning strategies for multi-label pre-diagnosis of diseases with superficial data.

Journal: Computer methods and programs in biomedicine
Published Date:

Abstract

BACKGROUND AND OBJECTIVE: General practice (GP) pre-diagnosis, a key task in disease triage, directs patients to suitable departments despite limited data and multi-label classification challenges. To address this issue, a framework with dimensionality reduction machine learning strategies was provided.

Authors

  • Dengqun Gou
    School of Nursing, Zunyi Medical University, Zunyi 563000, PR China; Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, PR China.
  • Xu Luo
    Southwest Hospital, Third Military Medical University, Chongqing, 400038 China.
  • Zhichen Liu
    Department of Orthopaedics, Xijing Hospital, Air Force Medical University, Xi'an, 710032.