开放式数据库对重症监护医学研究的贡献:范围审查
Julien Kallout1, Antoine Lamer2,3, Julien Grosjean4,5
1Department of Anesthesiology and Critical Care, CHU Rouen, Rouen, France.
Journal of medical Internet research
|January 9, 2025
概括
开放式的重症监护数据库越来越多地用于研究,特别是在心血管和传染病方面. 虽然这些数据库提供了有价值的临床见解,但研究质量和相关性各不相同,许多研究发表在影响较低的期刊上.
科学领域:
- 关键护理医学 关键护理医学
- 医疗信息学 医疗信息学
- 生物统计学 生物统计学
背景情况:
- 由于患者的危急状况,重症监护室 (ICU) 产生了大量数据.
- 合作努力导致了大型的,开放式访问的ICU数据库的创建.
- 这些数据库有助于大量的重症监护研究出版物.
研究的目的:
- 描述使用开放访问ICU数据库的研究.
- 评估这些研究对重症监护研究的贡献.
- 确定研究主题,方法和出版媒体的趋势.
主要方法:
- 对2022年8月1日之前发表的原始文章进行范围审查.
- 搜索了PubMed-MEDLINE,数据库和科学网.
- 包括基于四个主要的ICU数据库 (阿姆斯特丹UMC,eICU,HiRID,MIMIC II-IV) 的研究.
- 双盲选和提取出版物,研究设计和统计分析特征.
主要成果:
- 自2016年以来,出版物数量稳步增加,MIMIC数据库是最常见的.
- 中国和美国是主要的贡献者.
- 心血管和传染病是研究的主题.
- 逻辑回归是最常见的统计模型.
- 大多数推断研究报告了显著的结果 (84.0%);预测的中位数AUC为0.840.
结论:
- 开放访问的ICU数据库是临床研究的关键资源,推动各种调查.
- 这些数据库显示了对重症监护中的临床实践产生影响的潜力.
- 在研究质量和临床相关性方面存在显著的异质性,许多论文发表在影响较低的期刊上.
关键词:
阿姆斯特丹大学医学中心数据库数据库阿姆斯特丹UMCdb在ICU中,医生会对患者进行治疗.大数据就是大数据.我们的数据库数据库数据库数据库.数据库就是数据库.描述性分析 描述性分析eICU协作研究数据库 协作研究数据库在eICU-CRD中使用CRD.重症监护病房的重症监护病房是一个重症监护病房.开放式访问 开放式访问查检查 查检查 查检查 查检查更多相关视频
相关概念视频
01:30Health Information Technology and Healthcare Information System
799
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
799
01:27Nursing Clinical Information System
749
Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
749
01:11Purpose of Health Records I
1.2K
The vital purpose of health records is to provide a complete and accurate account of a patient's medical history, including communication, diagnostic and therapeutic orders, care planning, research, and quality review.
Here's a breakdown of how health records serve these purposes:
Here's a breakdown of how health records serve these purposes:
1.2K
01:19Purpose of Health Records II
962
Health records serve various essential purposes in the healthcare system. Here are some key purposes:
962