Construction and application of a comprehensive diagnosis and treatment platform based on multi-source heterogeneous data(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2026年第1期
- Page:
- 110-115
- Research Field:
- 医学人工智能
- Publishing date:
Info
- Title:
- Construction and application of a comprehensive diagnosis and treatment platform based on multi-source heterogeneous data
- Author(s):
- SUN Xiaowei; LENG Jinchang; PENG Kun; LIU Minchao
- Information Department of the Medical Support Center, Chinese PLA General Hospital, Beijing 100039, China
- Keywords:
- Keywords: multi-source heterogeneous data comprehensive diagnosis and treatment platform distributed extract-transform-load data acquisition artificial intelligence-enabled retrieval
- PACS:
- R-056；R318
- DOI:
- DOI:10.3969/j.issn.1005-202X.2026.01.014
- Abstract:
- Abstract: To address the challenges associated with the management and application of multi-source heterogeneous data in clinical practice, a comprehensive diagnosis and treatment platform based on multi-source heterogeneous data is constructed. Distributed extract-transform-load data acquisition technology and source-aligned layer data storage techniques are utilized to convert clinical diagnosis and treatment data into a research database that is easily retrievable and shareable. Meanwhile, artificial intelligence-enabled retrieval technology and various data analysis methods are used to realize real-time query and statistical analysis of medical data. This platform establishes a pathway from raw medical data to high-quality analytical data for research and management, thereby providing more comprehensive and accurate information support for medical research, clinical decision-making, and healthcare administration.
Last Update: 2026-01-27