The application of artificial intelligence in laboratory information management system
10.19778/j.chp.2025.03.002
- VernacularTitle:人工智能在实验室信息化管理系统中的应用
- Author:
Ping WEN
1
;
Wenying LI
;
Jianxun HOU
;
Shuhong WANG
;
Zhen JIN
;
Jingri ZHANG
;
Xiaoqiang TU
;
Dao ZENG
;
Jinlong WANG
Author Information
1. 深圳市药品检验研究院,广东 深圳 518057
- Publication Type:Journal Article
- Keywords:
artificial intelligence;
large language models;
testing and inspection;
laboratory;
informationization
- From:
Drug Standards of China
2025;26(3):246-250
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To investigate the technical application pathways of artificial intelligence(AI)in laboratory information management systems(LIMS)and its role in promoting laboratory management efficiency and intelli-gence.Methods:Through the integration of traditional AI technologies(e.g.,machine learning,computer vision)with large language models,this study demonstrated the application of various AI technologies in scenarios such as intelligent Q&A for local knowledge bases,comprehensive review of inspection processes,intelligent data visualization,and image recognition.Results:Through the implementation of AI applications in laboratory settings,AI significantly enhanced management efficiency:the intelligent Q&A system achieved over 90％accuracy,auto-mated inspection processes reduced manual workload by 40％,and image recognition precision reached 89％-100％.Conclusion:AI provides efficient and precise solutions for laboratory management via multimodal integration and process optimization.Future efforts should focus on strengthening data security and model interpret-ability to promote comprehensive intelligent development.
