A Pathological Diagnosis Method for Fever of Unknown Origin Based on Multipath Hierarchical Classification: Model Design and Validation.

Journal: JMIR formative research
PMID: 39652880

Abstract

BACKGROUND: Fever of unknown origin (FUO) is a significant challenge for the medical community due to its association with a wide range of diseases, the complexity of diagnosis, and the likelihood of misdiagnosis. Machine learning can extract valuable information from the extensive data of patient indicators, aiding doctors in diagnosing the underlying cause of FUO.

Authors

  • Jianchao Du
    School of Telecommunications Engineering, Xidian University, Xi'an, China.
  • Junyao Ding
    School of Telecommunications Engineering, Xidian University, Xi'an, China.
  • Yuan Wu
    State Key Laboratory of Precision Spectroscopy, Quantum Institute for Light and Atoms, Department of Physics and Electronic Science, East China Normal University, Shanghai 200062, China.
  • Tianyan Chen
    Department of Infectious Diseases, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
  • Jianqi Lian
    Department of Infectious Diseases, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China.
  • Lei Shi
  • Yun Zhou
    MOE Key Lab of Environmental and Occupational Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China.

Keywords

External Resources

Popular Topics
Recent Journals