广西医学2025，Vol.47Issue(8)：1082-1087,6.DOI:10.11675/j.issn.0253-4304.2025.08.03
人工智能赋能下的检验医学——发展现状与未来趋势
Laboratory medicine empowered by artificial intelligence:current development status and future trends
摘要
Abstract
Artificial intelligence(AI)is profoundly reshaping laboratory medicine,evolving from an auxiliary tool into a critical support system for clinical decision-making.Machine learning and deep learning techniques have been integrated throughout the entire testing process,significantly enhancing efficiency and accuracy in sample collection,data integration,automated detection,and result interpretation,etc.This transformation is driving laboratory medicine from experience-based practice toward a data-driven paradigm.However,the current application of AI in laboratory medicine still faces multiple challenges,including inconsistent data quality,insufficient model interpretability,and misalignment with clinical needs.This paper reviews recent advances in AI applications in laboratory medicine,emphatically analyzes key technical challenges,and explores future innovation directions and development trends for AI in this field.关键词
人工智能/检验医学/个性化医疗/临床决策支持Key words
Artificial intelligence/Laboratory medicine/Personalized medicine/Clinical decision-making分类
医药卫生引用本文复制引用
张建洪,赵静,邱渝珺,叶俊英,段然,张洪,罗阳..人工智能赋能下的检验医学——发展现状与未来趋势[J].广西医学,2025,47(8):1082-1087,6.基金项目
国家杰出青年科学基金(82125022) （82125022）
国家重点研发计划(2022YFC2009600,2022YFC2009603) （2022YFC2009600,2022YFC2009603）
国家自然科学基金重点专项(82241059) （82241059）
云南省重大科技专项(202302AA310039) （202302AA310039）
重庆市卫生健康委中医药科研项目(2025ZYZD003) （2025ZYZD003）
