A cardiovascular disease early warning system based on deep fusion of multiple physiological signals

Abstract

The invention provides a cardiovascular disease early warning system based on deep fusion of multiple physiological signals, and relates to the technical field of wearable health medical monitoring. The system includes a wearable device, a multi-physiological signal acquisition device, a transmission device, an intelligent terminal device and a cloud server; both the multi-physiological signal acquisition device and the transmission device are set on the wearable device; the multi-physiological signal acquisition device collects the physiological signals of The collected physiological signal data is transmitted to the smart terminal device through the transmission device; the built-in program of the smart terminal device judges whether the subject has the risk of cardiovascular disease, and transmits the processed physiological signal to the cloud server; the built-in program of the cloud server The multi-physiological signals of the wearer are used for disease classification and diagnosis, and are fed back to the smart terminal; the cardiovascular disease early warning system based on the deep fusion of multi-physiological signals provided by the present invention provides more accurate reference for the evaluation of cardiac function and the diagnosis of heart diseases .

Description

technical field [0001] The invention relates to the technical field of wearable health medical monitoring, in particular to a cardiovascular disease early warning system based on deep fusion of multiple physiological signals. Background technique [0002] Cardiovascular disease has become a very common disease, seriously threatening human health. However, under the background of the relative scarcity of medical resources and the intensification of aging in my country, intelligent and personalized medical diagnosis methods have great development prospects. In the future, wearable health monitoring devices that can integrate multiple physiological parameters will become the main force of digital mobile medical care. [0003] Among many physiological signals, ECG signal is an important means to detect heart disease, especially sudden and random cardiovascular disease. The shape, intensity and speed of the pulse wave reflect the important physiological and pathological informa...

AI Technical Summary

Problems solved by technology

However, under the premise of obtaining accurate ECG signals, joint monitoring and reference of multiple physiological signals, and deep fusion based on the detection of multiple physiological parameters and ECG signal analysis of different patients have not been realized, so as to screen for recurrence of the disease Diagnosis and personalized early warning of cardiovascular disease risk; the invention patent with patent number 201510873447.4 proposes a physiological signal detection system based on multi-channel flexible fusion, which solves the problem of conflicting information fusion in multi-channel binary detection, and the patent No. For the invention patent of 201680078461.8, a physiological parameter signal fusion processing method, device and system were proposed, which solved the joint judgment mechanism among various physiological parameters. These two patents are mainly aimed at doctors in the process of joint diagnosis of multiple physiological signals. Provides auxiliary decision-making solutions for doctors' diagnosis, but does not provide real-time disease diagnosis and early warning results

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