Old-age medication management system and method based on large model fine-tuning and end-cloud cooperation

By fine-tuning a large model and collaborating with cloud computing, the age-friendly medication management system solves the problems of unfriendly operation, difficulty in confirming medication use, and failure due to network outages in traditional medication management models. It realizes a closed-loop intelligent medication management process and medication safety early warning, thereby improving medication adherence and safety for the elderly.

CN122392795APending Publication Date: 2026-07-14JILIN UNIVERSITY
View PDF 0 Cites 0 Cited by

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
JILIN UNIVERSITY
Filing Date
2026-06-16
Publication Date
2026-07-14

AI Technical Summary

Technical Problem

Traditional medication management methods face challenges such as being unfriendly to the elderly, being unable to accurately perceive medication behavior, being unable to detect drug interactions, and failing to function properly after network outages, making it difficult to meet the medication management needs of patients with multiple coexisting diseases and those using multiple drugs in combination.

Method used

The age-appropriate medication management system adopts a large model fine-tuning and edge-cloud collaboration approach. It collects data through the perception and hardware layer, performs speech recognition and natural language understanding through the edge intelligence layer, provides professional answers through the cloud service layer, and realizes intelligent interaction and data transmission through the network transmission layer and application interaction layer, forming a complete closed loop.

Benefits of technology

It has achieved closed-loop management of the entire process of medication use for the elderly, early warning of medication safety, and age-friendly intelligent interaction, which has reduced computing pressure and data transmission costs, and improved medication adherence and safety.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN122392795A_ABST
    Figure CN122392795A_ABST
Patent Text Reader

Abstract

The application is suitable for the technical field of medical information management, and provides an old-age drug management system and method based on large model fine tuning and end-cloud cooperation, which comprises: a perception and hardware layer; an edge intelligence layer, which is electrically connected with the perception and hardware layer; a cloud service layer; a network transmission layer, which is in communication connection with the edge intelligence layer and the cloud service layer; and an application interaction layer, which is in communication connection with the edge intelligence layer and the cloud service layer. The system not only solves the core pain points of the traditional drug use mode and the existing intelligent medicine box, such as missed or mistaken taking, unfriendly interaction, and no drug use warning, but also realizes reasonable allocation of local and cloud computing power through the intelligent architecture of end-cloud cooperation, greatly reduces the end-side operation pressure and cloud data transmission cost, and can accurately realize the whole-process closed-loop management of taking medicine, the pre-warning of drug safety and the intelligent interaction for the old.
Need to check novelty before this filing date? Find Prior Art