An electronic medical record-based care system

By using an electronic medical record-based nursing system and deep spatiotemporal fusion networks to process multi-source data, precise nursing decisions are generated. This solves the problems of insufficient data integration, inaccurate decision-making, and inadequate security in existing systems, and achieves efficient, safe, and real-time adjustments to nursing decisions, thereby improving the quality and efficiency of nursing care.

CN120260861BActive Publication Date: 2025-10-24ZHEJIANG ACTIVETECH ELECTRONICS TECH CO LTD
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Patent Information

Application Number
CN202510745165.X
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Priority Date
2025-04-27
Filing Date
2025-06-05
Publication Date
2025-10-24
Estimated Expiration
2045-06-05

AI Technical Summary

Technical Problem

Existing nursing systems lack the ability to deeply integrate multi-source heterogeneous data, making it difficult to effectively mine the potential value of data, make nursing decisions quickly and accurately, lack real-time monitoring and dynamic adjustment mechanisms, and suffer from insufficient data security and privacy.

Method used

It employs a heterogeneous data integration module, a feature association module, a dynamic decision-making module, a plan execution monitoring module, an anomaly intervention module, and a multi-terminal collaboration module. Through a deep spatiotemporal fusion network, it processes multi-source data, generates nursing decision vectors, monitors nursing operations in real time, dynamically adjusts plans, and ensures data security.

Benefits of technology

It enables efficient integration and in-depth analysis of multi-source heterogeneous data, generates precise nursing decisions, improves the accuracy and timeliness of nursing decisions, ensures the standardization and consistency of nursing operations, enhances the quality of nursing care, and protects data security and privacy.

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Abstract

The application relates to the technical field of medical care, and provides a nursing system based on electronic medical records, which comprises a heterogeneous data integration module, which obtains multi-source heterogeneous electronic medical record data from a hospital HIS system, a wearable monitoring device and a nursing operation terminal and outputs the data after cleaning and standardization; a feature correlation module, which receives the data after cleaning and standardization to generate a space-time feature correlation matrix and stores a feature topology graph; a dynamic decision module, which processes the feature correlation matrix based on a deep space-time fusion network to generate a nursing decision vector; a scheme execution monitoring module, which collects nursing operation data streams in real time, calculates an execution deviation parameter and feeds back the execution deviation parameter; an abnormal intervention module, which analyzes the execution deviation parameter to trigger the dynamic decision module to execute nursing scheme reconstruction; a multi-terminal cooperation module, which converts the nursing decision vector into a device instruction set and feeds back a device state; and a safe storage module, which encrypts and stores the feature topology graph and a decision knowledge graph and provides model parameter version management.
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