基于人工智能的医学数据分析与决策支持系统研究  

Research on medical data analysis and decision support system based on artificial intelligence

作　　者：东单锋 DONG Shanfeng(Nantong First People̓s Hospital,Nantong,Jiangsu 226001,China)

机构地区：[1]南通市第一人民医院,江苏南通226001

出　　处：《计算机应用文摘》2025年第9期173-175,共3页

摘　　要：研究基于人工智能的医学数据分析与决策支持系统,探讨其需求分析、架构设计、模块实现以及临床应用。该系统整合多模态医疗数据,应用机器学习技术实现疾病诊断和治疗推荐,并注重数据安全性和人工智能的可解释性。在三甲医院的应用中,系统显著提高了诊断效率和医疗质量,展现了其在临床辅助决策中的重要价值,为精准医疗提供了强有力的技术支持。Research on medical data analysis and decision support systems based on artificial intelligence,exploring their requirements analysis,architecture design,module implementation,and clinical applications.The system integrates multimodal medical data,applies machine learning technology to achieve disease diagnosis and treatment recommendations,and emphasizes data security and interpretability of artificial intelligence.In the application of tertiary hospitals,the system has significantly improved diagnostic efficiency and medical quality,demonstrating its important value in clinical decision-making assistance and providing strong technical support for precision medicine.

关 键 词：人工智能 医学数据分析 决策支持系统 机器学习 精准医疗 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]