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

信息化 数据库 大数据 医院信息系统 医学 计算机科学 疾病 数据仓库 数据质量 数据科学 信息系统 数据挖掘 病理 运营管理 工程类 公制(单位) 电气工程 电信
作者
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
出处
期刊:Health information science and systems [Springer Nature]
卷期号:11 (1) 被引量:4
标识
DOI:10.1007/s13755-023-00211-4
摘要

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

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