Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67201, first published .
A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

Chi Zhang   1 * , MD ;   Hao Yang   1, 2, 3 * , PhD ;   Xingyun Liu   1 , PhD ;   Rongrong Wu   1 , PhD ;   Hui Zong   1 , PhD ;   Erman Wu   1 , PhD ;   Yi Zhou   1 , PhD ;   Jiakun Li   1, 4 , MD ;   Bairong Shen   1 , Prof Dr

1 Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China

2 Information Center and Department of Critical Care Medicine and Institutes for Systems Genetics, West China Hospital, Sichuan University, Chengdu, China

3 Department of Computer Science and Information Technologies, University of A Coruña, Research Center for Information and Communications Technologies, Biomedical Research Institute of A Coruña, Iberian Society of Telehealth and Telemedicine, A Coruña, Spain

4 Department of Urology, West China Hospital, Sichuan University, Chengdu, China

*these authors contributed equally

Corresponding Author:

  • Bairong Shen, Prof Dr
  • Joint Laboratory of Artificial Intelligence for Critical Care Medicine
  • Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network
  • West China Hospital, Sichuan University
  • No. 37, Guoxue Alley
  • Chengdu 610041
  • China
  • Phone: 86 15995854635
  • Email: bairong.shen@scu.edu.cn