基于样本特征的耗材精细化管理方法  

Fine Management Method of Consumables Based on Characteristics Samples

作　　者：初子琪 潘明慧 竺炯[1] CHU Zi-qi;PAN Ming-hui;ZHU Jiong(Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine,Shanghai 201203 China;Shanghai Kantlai International Trade Co.,Ltd.,Shanghai 201803 China)

机构地区：[1]上海中医药大学附属曙光医院,上海201203 [2]上海康德莱国际商贸有限公司,上海201803

出　　处：《自动化技术与应用》2023年第3期158-160,174,共4页Techniques of Automation and Applications

摘　　要：为提高耗材精细化管理在管理效率和分类精度方面的能力,提出基于耗材样本特征的耗材精细化管理方法。通过提取医院耗材信息的约束子集,计算每个科室的约束得分以及信息特征序列,并提取样本特征,将其信息映射到每个类别的概率构造其函数,通过计算相关性权重值进行融合分类,通过对不同科室耗材信息源在小范围内建立子库,利用实体模式规则抽取耗材信息源集合,构建精细化管理模型并应用,实现科室耗材的精细化管理。实验表明,该方法不仅能提高管理效率,而且能提高分类的准确性。In order to improve the management efficiency and classification accuracy of the fine management of department consumables,a method of fine management of consumables based on the characteristics of consumables samples is proposed.By extracting the constraint subset of hospital consumables information,calculating the constraint score and information feature sequence of each department,and extracting the sample features,the information is mapped to the probability of each category to construct its function.By calculating the correlation weight value for fusion classification,the sub databases of consumables information sources of different departments are established in a small range.The entity pattern rules are used to extract the information source set of consumables,and the refined management model is constructed and applied to realize the refined management of consumables.Experiments show that this method can not only improve the management efficiency,but also improve the accuracy of classification.

关 键 词：样本特征 耗材精细化管理 特征提取 融合分类 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]