Analysis on design and practice of system for digital procurement management of medical consumables based on backpropagation algorithm
10.3969/j.issn.1672-8270.2025.07.0030
- VernacularTitle:反向传播算法的医用耗材数字化采购管理系统设计与应用评价
- Author:
Yang LIU
1
;
Liu YANG
1
;
Ziyao ZOU
1
;
Ran LIU
1
;
Yang CHENG
1
Author Information
1. 首都医科大学附属北京积水潭医院采购中心 北京 100035
- Publication Type:Journal Article
- Keywords:
Backpropagation algorithm;
Medical consumables;
Digitization;
System for procurement management;
Application of system
- From:
China Medical Equipment
2025;22(7):162-166
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To design a system for digital procurement management of medical consumables through backpropagation algorithm,and explore the optimal effect of intelligent management mode on the whole process management for medical consumables in hospitals.Methods:Based on the backpropagation algorithm,a management system for digital procurement of medical consumables was designed to carry out intelligent management for medical consumables,including procurement module,information classification module and database module.A total of 300 medical consumables that were used at Beijing Jishuitan Hospital,Capital Medical University,from January 2021 to January 2023 were selected.The 150 consumables that were used during January 2021 and January 2022 were managed by using the conventional management mode,while the 150 consumables that were used during February 2022 and January 2023 were managed by using a management system for digital procurement based on the backpropagation algorithm(management mode with backpropagation algorithm).The scores of management effectiveness,management efficiency,incidence of adverse events,and delivery duration of medical consumables were compared between the two management modes.Result:The scores of delivery timeliness,work efficiency,management standardization and recycling consumables waste of medical consumables under the management mode with backpropagation algorithm were respectively(92.66±6.33)points,(93.55±7.69)points,(94.33±8.33)points and(94.31±8.44)points,which were all higher than those under the conventional mode,and the differences were statistically significant(t=15.665,11.955,10.241,10.440,P<0.05).The values of time consuming of each day and each month of checking medical consumables,as well as the backlog number of monthly inventory,were all significantly less than those under the conventional management mode(t=19.419,15.468,22.079,P<0.05).The incidences of unregistered consumables after were used,unrecorded items in the computer,and the lost consumables were also significantly lower than those under the conventional management mode(x2=9.840,10.227,9.870,P<0.05).Additionally,the required durations from the departments'application to sending orders,from sending orders to consumables storage,and from consumables storage to delivering them to the department were all significantly shorter than those under the conventional management mode(t=17.056,27.474,12.387,P<0.05).Conclusion:The management system for digital procurement of medical consumables based on backpropagation algorithm can realize the rational management for medical consumables,and improve the management effect for medical consumables,and reduce the incidence of adverse conditions,and shorten the delivery duration for medical consumables.
