Design and application of whole-process intelligent service platform for inpatients based on super fusion infrastructure
10.19745/j.1003-8868.2025103
- VernacularTitle:基于超融合基础架构的住院患者全流程智能服务平台设计与应用
- Author:
Xiao-dan ZHOU
1
;
Pei-ling WANG
;
Lin HUANG
;
Zhi-rong WU
;
Yang XIAO
Author Information
1. 联勤保障部队第九○○医院骨科,福州 350025
- Publication Type:Journal Article
- Keywords:
hyper-converged infrastructure;
inpatient;
whole-process service;
intelligent service;
machine learning
- From:
Chinese Medical Equipment Journal
2025;46(6):34-41
- CountryChina
- Language:Chinese
-
Abstract:
Objective To design a whole-process intelligent service platform to enhance services for inpatients.Methods A whole-process intelligent service platform for inpatients was designed with an intelligentized rehabilitation assessment model based on the support vector machine algorithm,which was constructed with the hyper-converged infrastructure,designed with the B/S architecture and developed using the front-end and back-end separation mode.The front end used Vue.js and Ant Design of Vue for user interface construction and JavaScript for data interaction,and the back end was developed with Java.The platform developed was composed of three functional modules for medical service management,intelligent rehabilitation management and system management.Results The platform developed provided whole-process inpatient service before,during and after hospitalization to enhance inpatient rehabilitation.Conclusion The platform developed is able to meet the health management needs of inpatients in terms of treatment-rehabilitation-follow-up,which improve the service quality of hospitals.[Chinese Medical Equipment Journal,2025,46(6):34-41]
