Chinese experts' consensus on the application of intensive care big data.

Journal: Frontiers in medicine
Published Date: Jan 8, 2024

Abstract

The development of intensive care medicine is inseparable from the diversified monitoring data. Intensive care medicine has been closely integrated with data since its birth. Critical care research requires an integrative approach that embraces the complexity of critical illness and the computational technology and algorithms that can make it possible. Considering the need of standardization of application of big data in intensive care, Intensive Care Medicine Branch of China Health Information and Health Care Big Data Society, Standard Committee has convened expert group, secretary group and the external audit expert group to formulate Chinese Experts' Consensus on the Application of Intensive Care Big Data (2022). This consensus makes 29 recommendations on the following five parts: Concept of intensive care big data, Important scientific issues, Standards and principles of database, Methodology in solving big data problems, Clinical application and safety consideration of intensive care big data. The consensus group believes this consensus is the starting step of application big data in the field of intensive care. More explorations and big data based retrospective research should be carried out in order to enhance safety and reliability of big data based models of critical care field.

Authors

  • Longxiang Su
    Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Shengjun Liu
    Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Yun Long
    Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Chaodong Chen
    Department of Surgical Intensive Critical Unit, Beijing Chao-yang Hospital, Capital Medical University, Beijing, China.
  • Kai Chen
    Department of Critical Care Medicine, Fujian Provincial Key Laboratory of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fujian Provincial Center for Critical Care Medicine, Fuzhou, Fujian, China.
  • Ming Chen
    Department of Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
  • Yaolong Chen
    Evidence-based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
  • Yisong Cheng
    Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China.
  • Yating Cui
    Department of Critical Care Medicine, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
  • Qi Ding
    Department of Surgical Intensive Critical Unit, Beijing Chao-yang Hospital, Capital Medical University, Beijing, China.
  • Renyu Ding
    Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning, China.
  • Meili Duan
    Department of Critical Care Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • Tao Gao
    Department of Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
  • Xiaohua Gu
    Department of Critical Care Medicine, Northern Jiangsu People's Hospital; Clinical Medical College, Yangzhou University, Yangzhou, China.
  • Hongli He
    Intensive Care Unit, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine of University of Electronic Science and Technology, Chengdu, China.
  • Jiawei He
    Department of Critical Care Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • Bo Hu
    Department of Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
  • Chang Hu
    Department of Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
  • Rui Huang
    Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
  • Xiaobo Huang
    Intensive Care Unit, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine of University of Electronic Science and Technology, Chengdu, China.
  • Huizhen Jiang
    Department of Information Center, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Jing Jiang
    Department of Critical Care Medicine, Chongqing General Hospital, Chongqing, China.
  • Yunping Lan
    Intensive Care Unit, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine of University of Electronic Science and Technology, Chengdu, China.
  • Jun Li
    Department of Emergency, Zhuhai Integrated Traditional Chinese and Western Medicine Hospital, Zhuhai, 519020, Guangdong Province, China. quanshabai43@163.com.
  • Linfeng Li
    Medical Data Research Institute, Chongqing Medical University, Chongqing, China.
  • Lu Li
    State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China.
  • Wenxiong Li
    Department of Surgical Intensive Critical Unit, Beijing Chao-yang Hospital, Capital Medical University, Beijing, China.
  • Yongzai Li
    Information Network Center, QiLu Hospital, ShanDong University, Jinan, China.
  • Jin Lin
    Department of Critical Care Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • Xufei Luo
    Evidence-based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
  • Feng Lyu
    Department of Computer Science and Engineering, Central South University, Changsha, China.
  • Zhi Mao
    Xi'an Technological University, Xi'an, China.
  • He Miao
    Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning, China.
  • Xiaopu Shang
    Department of Information Management, Beijing Jiaotong University, Beijing, China.
  • Xiuling Shang
    Department of Critical Care Medicine, Fujian Provincial Key Laboratory of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fujian Provincial Center for Critical Care Medicine, Fuzhou, Fujian, China.
  • You Shang
    Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Yuwen Shen
    Intensive Care Unit of Cardiovascular Surgery Department, Qilu Hospital of Shandong University, Jinan, China.
  • Yinghuan Shi
    National Institute of Healthcare Data Science, Nanjing University, Nanjing, China.
  • Qihang Sun
    British Chinese Society of Health Informatics, Beijing, China.
  • Weijun Sun
    Faculty of Automation, Guangdong University of Technology, Guangzhou, China.
  • Zhiyun Tang
    Department of Intensive Care Unit, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Emergency and Intensive Care Unit Center, Hangzhou Medical College, Hangzhou, Zhejiang, China.
  • Bo Wang
    Department of Clinical Laboratory Medicine Center, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China.
  • Haijun Wang
    Department of Intensive Care Unit, National Cancer Center/National Clinical Research Center, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Hongliang Wang
    Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
  • Li Wang
    College of Marine Electrical Engineering, Dalian Maritime University, Dalian, China.
  • Luhao Wang
    Department of Critical Care Medicine, Sun Yat-Sen University First Affiliated Hospital, Guangzhou, China.
  • Sicong Wang
    Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
  • Zhanwen Wang
    Intensive Care Unit, XiangYa Hospital, Central South University, Changsha, China.
  • Zhong Wang
    Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning, China.
  • Dong Wei
    National Institute of Healthcare Data Science, Nanjing University, Nanjing, China.
  • Jianfeng Wu
    Intensive Care Unit, XiangYa Hospital, Central South University, Changsha, China.
  • Qin Wu
    Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China.
  • Xuezhong Xing
    Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences; School of Basic Medicine Peking Union Medical College, Beijing, China.
  • Jin Yang
    Department of Critical Care Medicine, Chongqing General Hospital, Chongqing, China.
  • Xianghong Yang
    Department of Intensive Care Unit, National Cancer Center/National Clinical Research Center, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Jiangquan Yu
    Department of Critical Care Medicine, Northern Jiangsu People's Hospital; Clinical Medical College, Yangzhou University, Yangzhou, China.
  • Wenkui Yu
    Department of Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
  • Yuan Yu
    Intensive Care Unit of Cardiovascular Surgery Department, Qilu Hospital of Shandong University, Jinan, China.
  • Hao Yuan
    Central Sterile Supply Department, Baoding No. 1 Central Hospital, Baoding, Hebei, China.
  • Qian Zhai
    National Institute of Healthcare Data Science, Nanjing University, Nanjing, China.
  • Hao Zhang
    College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou, 450002, China.
  • Lina Zhang
    Intensive Care Unit, XiangYa Hospital, Central South University, Changsha, China.
  • Meng Zhang
    College of Software, Beihang University, Beijing, China.
  • Zhongheng Zhang
    Department of Emergency Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Chunguang Zhao
    Intensive Care Unit, XiangYa Hospital, Central South University, Changsha, China.
  • Ruiqiang Zheng
    Department of Critical Care Medicine, Northern Jiangsu People's Hospital; Clinical Medical College, Yangzhou University, Yangzhou, China.
  • Lei Zhong
    Department of Intensive Care Unit, National Cancer Center/National Clinical Research Center, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Feihu Zhou
    Department of Critical Care Medicine, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
  • Weiguo Zhu
    Department of General Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.

Keywords

No keywords available for this article.

External Resources

Popular Topics
Recent Journals