Medical informatization of management system for admission office under convolutional neural network

Abstract

The study aims to construct a client/server model of a three‐tier architecture based on the convolutional neural network (CNN), which is responsible for information management in admission office, including eight aspects of the registration management, admission management, prepayment management, inpatient charge management, settlement management, report statistics management, information query management, and help management. The test results of the system show that the management system constructed can run 48 h trouble‐free for registration services, no‐fee discharge services, inpatient charge services, and settlement services, and the average response time of the system is less than 10 s. The management system constructed for the admission office realizes the medical informatization, and heightens the work efficiency of relevant workers.

Construction and Satisfaction survey of an information management platform and assessment of satisfaction levels among information platform for caregivers of inpatients in a Chinese hospital

“…The information management platform for inpatient nursing staff was constructed with the help of IT staff by reorganizing all links of inpatient nursing management (Wang et al, 2021). In a context in which smartphones are ubiquitous, e-attendant cards serve as a means of identi cation and provide convenient and safe identity veri cation for caregivers, ensure the accuracy of identity information, reduce the need for personnel to gather, and reduce the ow of personnel.…”