基于仿真优化与数据挖掘的患者管理流程优化

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中图分类号：R473.73；TP311.13 文献标志码：A 文章编码：1672-7274（2025）11-0087-03

Patient Management Process Optimization Based on Simulation Optimization and Data Mining

LIUGuoqiang1，ZHANGHenglong²，WANGRan1 （1. Zibo Maternaland Child Health Hospital，Zibo25500，China;2.Zibo HealthCommission，Zibo 255000，China

Abstract： Based on simulation optimization and big data analysis technology， this article studies how to optimize the patient management process： by building a composite data warehouse， it comprehensively integrates diverse patient information; Adopting the optquest simulation optimization model to reasonably allcate the number of beds in key nursing units.The experimental results indicate that the optimized patient management processhas achieved significant results in multiple dimensions.Significant improvements have beenachieved in the number of patients served，waiting time，and total hospital stay for patients with different risk levels.

Keywords： data mining; patient; management process

研究背景

研究表明，长时间等待对患者和医护人员均有负面影响，影响医疗服务质量、运营效率及患者体验，因此优化患者管理流程至关重要[]。（剩余3749字）