Developing the new diagnostic model by integrating bioinformatics and machine learning for osteoarthritis.

Journal: Journal of orthopaedic surgery and research
Published Date: Dec 18, 2024

Abstract

BACKGROUND: Osteoarthritis (OA) is a common cause of disability among the elderly, profoundly affecting quality of life. This study aims to leverage bioinformatics and machine learning to develop an artificial neural network (ANN) model for diagnosing OA, providing new avenues for early diagnosis and treatment.

Authors

  • Jian Du
    Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.
  • Tian Zhou
    Jingtai Technology Co. Ltd Floor 4, No. 9, Yifenghua Industrial Zone, 91 Huaning Road, Longhua District Shenzhen Guangdong Province 518109 China.
  • Wei Zhang
    The First Affiliated Hospital of Nanchang University, Nanchang, China.
  • Wei Peng
    Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States.

Keywords

External Resources

Popular Topics
Recent Journals