Intelligent hospital ward remote video monitoring management system

By using the smart hospital ward remote video monitoring and management system, cross-modal data association is constructed through the supergraph feature extraction module. Combined with edge computing and intelligent decision execution, the limitations of data processing mechanisms and the lag in decision response in remote ward monitoring are solved, and efficient and real-time ward status management is achieved.

CN120878136AInactive Publication Date: 2025-10-31HUNAN HUICAI SUPPLY CHAIN CO LTD
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Patent Information

Application Number
CN202511025178.6
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-24
Publication Date
2025-10-31
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

Existing technologies for remote monitoring of wards have limitations in multi-source data processing mechanisms, which cannot effectively establish a deep correlation between video image features and sensor parameters, resulting in information fragmentation or redundancy, and a lag in the decision-making and response chain, making it difficult to meet the management requirements of high precision and low latency.

Method used

The smart hospital ward remote video monitoring and management system is adopted. It captures data through the collaborative capture of video image acquisition module and multi-dimensional parameter sensing module, builds cross-modal data association using hypergraph feature extraction module, performs feature fusion and dimensionality reduction by combining edge computing nodes, drives equipment adjustment in real time by intelligent decision execution module, and realizes encrypted transmission by remote data interaction module.

Benefits of technology

It achieves deep correlation of cross-modal data, shortens the time spent in the link from data processing to equipment adjustment, dynamically adjusts decision logic, solves the problems of response lag and insufficient decision flexibility, and realizes comprehensive perception, efficient analysis and real-time control of ward status.

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Abstract

The invention discloses an intelligent hospital ward remote video monitoring management system. The system comprises a video image acquisition module, a multi-dimensional parameter sensing module, a hypergraph feature extraction module, a model training reasoning module, an intelligent decision execution module and a remote data interaction module. The video and sensing module collects data such as images and temperature and humidity and transmits the data to the edge computing node. The hypergraph feature extraction module performs mapping fusion and dimension reduction on the multi-modal data; the model training reasoning module conducts reasoning based on the hypergraph neural network and corrects a result; the intelligent decision execution module generates an instruction control device according to a result, and the state monitoring unit feeds back a state; and the remote data interaction module realizes remote data transmission. According to the system, multi-source data are fused through edge calculation and a hypergraph neural network, closed-loop feedback is constructed, and the comprehensiveness and real-time performance of ward management are improved.
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