The Diagnostic Ability of GPT-3.5 and GPT-4.0 in Surgery: Comparative Analysis.

Journal: Journal of medical Internet research
Published Date:

Abstract

BACKGROUND: ChatGPT (OpenAI) has shown great potential in clinical diagnosis and could become an excellent auxiliary tool in clinical practice. This study investigates and evaluates ChatGPT in diagnostic capabilities by comparing the performance of GPT-3.5 and GPT-4.0 across model iterations.

Authors

  • Jiayu Liu
  • Xiuting Liang
    Department of Respiratory and Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.
  • Dandong Fang
    Department of Neurosurgery, Sanmenxia Central Hospital, Sanmenxia, China.
  • Jiqi Zheng
    School of Health Humanities, Peking University, Beijing, China.
  • Chengliang Yin
    Faculty of Medicine, Macau University of Science and Technology, Macau, People's Republic of China.
  • Hui Xie
    Department of Breast Diseases, The First Affiliated Hospital of Nanjing Medical University & Jiangsu Province Hospital, Nanjing, Jiangsu, China.
  • Yanteng Li
    Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.
  • Xiaochun Sun
    Medical Innovation Research Division, Chinese People's Liberation Army General Hospital, Beijing, China.
  • Yue Tong
    Medical Innovation Research Division, Chinese People's Liberation Army General Hospital, Beijing, China.
  • Hebin Che
    National Engineering Laboratory for Medical Big Data Application Technology, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing, China.
  • Ping Hu
    Division of Cancer Prevention, National Cancer Institute, Canada.
  • Fan Yang
    School of Electrical Engineering and Automation, Jiangsu Normal University, Xuzhou, China.
  • Bingxian Wang
    Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.
  • Yuanyuan Chen
    Center for Radiation Oncology, Affiliated Hangzhou Cancer Hospital, Zhejiang University School of Medicine, Hangzhou 310001, China.
  • Gang Cheng
    National Laboratory of Solid State Microstructures, College of Engineering and Applied Sciences, Nanjing University, 22 Hankou Road, Nanjing 210093, P. R. China.
  • Jianning Zhang
    Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.