设计和开发一个特定疾病的临床数据库系统,以增加中国医院数据的可用性。

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2023-01-30 eCollection Date: 2023-12-01 DOI:10.1007/s13755-023-00211-4
Mimi Liu, Jinni Luo, Lin Li, Xuemei Pan, Shuyan Tan, Weidong Ji, Hongzheng Zhang, Shengsheng Tang, Jingjing Liu, Bin Wu, Zebin Chen, Xiaoying Wu, Yi Zhou
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摘要

目的:为了应对我国医院医疗信息化和临床数据库发展的限制和困难,本研究设计并构建了一个疾病特异性临床数据库系统(DSCDS)。它为在特定疾病的临床研究和医疗服务中充分利用真实世界的医疗大数据提供了支持。方法:DSCDS的开发涉及(1)精准医学、医疗大数据和临床研究的需求分析;(2) 设计原理图和基本架构;(3) 由常见数据元素(CDE)组成的特定疾病的标准数据集;(4) 收集和汇总分散在医院各种医疗业务系统中的特定疾病数据;(5) 具体疾病数据的治理和质量改进;(6) 数据存储和计算;(7)数据应用模块的设计。结果:在中国一家3A级医院的胃肠科创建了一个肝硬化DSCDS,它有9个以上的数据应用模块。基于该DSCDS,正在进行一系列临床研究,如回顾性或前瞻性队列、使用多模式数据的预后研究和随访研究。结论:本文研制的肝硬化DSCDS为我国其他特定疾病DSCDS的设计和开发提供了经验和借鉴;如果其他国家对DSCDS有需求,有相同或更好的医疗信息化基础,甚至可以扩展到DSCDS的发展。DSCDS比一般的临床数据库系统和临床数据库(CDR)具有更准确、标准、全面、多模式和可用的特定疾病数据,为医学研究、临床决策和提高特定疾病的医疗服务质量提供了可靠的数据基础。补充信息:在线版本包含补充材料,可访问10.1007/s13755-023-00211-4。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Design and development of a disease-specific clinical database system to increase the availability of hospital data in China.

Purpose: In order to meet restrictions and difficulties in the development of hospital medical informatization and clinical databases in China, in this study, a disease-specific clinical database system (DSCDS) was designed and built. It provides support for the full utilization of real world medical big data in clinical research and medical services for specific diseases.

Methods: The development of DSCDS involved (1) requirements analysis on precision medicine, medical big data, and clinical research; (2) design schematics and basic architecture; (3) standard datasets of specific diseases consisting of common data elements (CDEs); (4) collection and aggregation of specific disease data scattered in various medical business systems of the hospital; (5) governance and quality improvement of specific disease data; (6) data storage and computing; and (7) design of data application modules.

Results: A DSCDS for liver cirrhosis was created in the gastrointestinal department of a 3A grade hospital in China and had more than nine data application modules. Based on this DSCDS, a series of clinical studies are being carried out, such as retrospective or prospective cohorts, prognostic studies using multimodal data, and follow-up studies.

Conclusion: The development of the DSCDS for liver cirrhosis in this paper provides experience and reference for the design and development of DSCDSs for other specific diseases in China; it can even expand to the development of DSCDSs in other countries if they have the demand for DSCDS and the same or better medical informatization foundation. DSCDS has more accurate, standard, comprehensive, multimodal and usable data of specific diseases than the general clinical database system and clinical data repository (CDR) and provides a credible data foundation for medical research, clinical decision-making and improving the medical service quality of specific diseases.

Supplementary information: The online version contains supplementary material available at 10.1007/s13755-023-00211-4.

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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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