中国输血杂志2025，Vol.38Issue(11)：1477-1487,11.DOI:10.13303/j.cjbt.issn.1004-549x.2025.11.002
人工智能辅助技术在处理输血相容性检测疑难问题中的应用研究
Application of AI-assisted technology in resolving difficult problems of blood transfusion compatibility detection
刘凤霞 1龚家顺 1黄蓉 1黄雪原 1董航 1桂嵘1
作者信息
- 1. 中南大学湘雅三医院 输血科,湖南 长沙 410013
- 折叠
摘要
Abstract
Objective Through analyzing the current handling capabilities for complex cases in blood transfusion compat-ibility detection and the application status of artificial intelligence-assisted(AI-assisted)technologies,this study explores the establishment of an effective AI-augmented protocol for managing challenging blood transfusion compatibility detection.Meth-ods This research systematically analyzes,designs,and explores an AI-augmented operational workflow for resolving chal-lenging blood transfusion compatibility detection cases.Through three representative case studies,we evaluate its effective-ness,accuracy,and efficiency in addressing real-world diagnostic challenges.Results The AI-augmented operational model demonstrates significant efficacy in resolving complex blood transfusion compatibility challenges,including complex blood typ-ing,antibody specificity identification,challenging cross-matching,and transfusion strategy formulation.Conclusion AI-augmented technologies demonstrate immense potential in resolving complex blood transfusion compatibility detections.By ena-bling intelligent,automated,precise,and standardized solutions,they significantly enhance diagnostic accuracy and opera-tional efficiency,which is critical for ensuring transfusion safety and advancing personalized transfusion medicine.This study delineates both the advantages and existing limitations of AI implementation,explores future developmental trajectories,and provides a theoretical framework and practical implementation pathways for deeper integration of AI in transfusion medicine.关键词
输血相容性检测/AI辅助技术/输血安全/精准输血Key words
blood transfusion compatibility detection/AI-assisted technology/blood transfusion safety/precise blood transfusion分类
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刘凤霞,龚家顺,黄蓉,黄雪原,董航,桂嵘..人工智能辅助技术在处理输血相容性检测疑难问题中的应用研究[J].中国输血杂志,2025,38(11):1477-1487,11.
