The Trend of Laboratory Medicine Based on Big Data
环境科学
大数据
数据科学
计算机科学
数据挖掘
作者
Chengcheng Bi,S. Kevin Zhou,Xiaobing Zhao,Zhen Wang,Feng Tian
出处
期刊: [Wiley] 日期:2025-04-08
标识
DOI:10.1002/ila2.70009
摘要
ABSTRACT Laboratory medicine, a fundamental component of clinical medicine, is undergoing an unprecedented transformation with the emergence of the big data era. This review primarily elucidates the developmental trends and significance of big data technology within the domain of laboratory medicine. Furthermore, the applications of big data technology in this field are explored in depth across several dimensions, including quality control management, the automated review of test results, support for clinical decision‐making, real‐world research, and biomedical scientific inquiries. Such advancements promise to deliver more efficient and accurate diagnostic methods and personalized treatment plans, further driving innovation and growth in laboratory medicine. Ultimately, the review underscores that, despite challenges, the advent of big data technology is a remarkable leap forward for laboratory medicine, offers invaluable insights for research and practice, and signals a trajectory toward a more efficient, personalized, and predictive future.