Construction and application of hospital multi-source heterogeneous data fusion platform
10.3760/cma.j.cn111325-20230811-00070
- VernacularTitle:医院多源异构数据融合平台的搭建与应用
- Author:
Yang LIU
1
;
Xia WEN
;
Yaxi KANG
;
Weicong CHEN
;
Ziren SU
;
Jialun LIN
Author Information
1. 中南大学湘雅医学院附属海口医院（海口市人民医院）信息管理处 急诊医学部，海口 570208
- Keywords:
Database;
Clinical data repository;
Multi-source heterogeneous;
Data fusion;
Data governance;
Data sharing
- From:
Chinese Journal of Hospital Administration
2024;40(4):305-309
- CountryChina
- Language:Chinese
-
Abstract:
Building a multi-source heterogeneous data fusion platform for clinical data centers has become a common consensus in the medical information industry. The data fusion platform built by a certain hospital consisted of five parts: data acquisition module, data processing module, data comparison and repair module, data subscription and application module, and data fusion management platform. Data quality check was conducted on data scattered across the hospital′s operational systems with different structures and types, diverse patterns and states, different sizes and versions. The platform could handle duplicate and redundant metadata, collect, transform, process, distribute, and load data as needed, and maintain data consistency through comparison and repair. This platform is capable of automatically capturing, analyzing, governing, and integrating different types of data across databases, operating systems, and hardware environments, meeting diverse medical data application needs, and supporting the high-quality development of intelligent hospitals
