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Medical behavior operation compliance evaluation system based on medical behavior data

An evaluation system and compliance technology, applied in data processing applications, healthcare resources or facilities, reasoning methods, etc., can solve the problems of lack of reasonable and scientific evaluation of medical behavior, poor real-time response ability, etc., to improve real-time response Ability, comprehensive data analysis, and the effect of alleviating doctor-patient disputes

Pending Publication Date: 2020-11-10
FUDAN UNIV
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Problems solved by technology

[0011] The purpose of the present invention is to provide a medical behavior operation compliance evaluation system based on medical behavior data in order to overcome the disadvantages of poor real-time response capability and lack of reasonable and scientific evaluation of medical behavior in the prior art

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  • Medical behavior operation compliance evaluation system based on medical behavior data

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Embodiment 1

[0037] This embodiment includes a self-developed millimeter-wave radar, an infrared sensor, and a visual camera for data collection. It is equipped with a set of medical behavior operation compliance evaluation system based on medical behavior data, and the self-developed riscv chip is used to carry this system. Terminal applications and human-computer interaction scientifically evaluate medical behavior data and give reasonable guidance to patients and medical workers.

[0038] Such as figure 1 As shown, the medical behavior operation compliance assessment system based on medical behavior data includes:

[0039] Multi-modal data fusion processing module: used for data fusion processing of multi-modal medical behavior data to obtain medical behavior data with spatio-temporal representation;

[0040] Data labeling module based on cloud computing: it is used to label part of the medical behavior data through the expert method, so as to learn, classify and label the medical beha...

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Abstract

The invention relates to a medical behavior operation compliance evaluation system based on medical behavior data, and the system comprises a multi-modal data fusion processing module which is used for carrying out the data fusion processing of the multi-modal medical behavior data, and obtaining the medical behavior data with space-time representation; the data annotation module based on cloud computing is used for annotating part of medical behavior data through an expert method, learning, classifying and annotating in a cloud computing learning mode, and constructing a data set; the intuitive reasoning medical behavior evaluation module is used for sequentially carrying out feature extraction and classification and space-time feature analysis on the data set, carrying out intuitive reasoning according to medical behavior priori knowledge and obtaining a medical behavior operation compliance evaluation result; and the edge computing intelligent terminal module being used for data processing and man-machine interaction. Compared with the prior art, the method has the advantages of high real-time response capability, comprehensive data analysis, scientific and reasonable evaluationand the like.

Description

technical field [0001] The invention relates to the field of medical behavior data processing, in particular to a medical behavior operation compliance evaluation system based on medical behavior data. Background technique [0002] In today's world, the development of the medical and health industry has encountered many problems, such as the rapid increase in medical expenses, the shortage of medical personnel, and the supervision of medical procedures. China's medical financial expenditure has already accounted for a large part of the total financial expenditure, and it can be speculated that China's medical financial investment will increase significantly in the future. But unfortunately, according to the data of the American Institute of Medicine, a large part of the country's medical expenditure is not used in medical services, due to duplication of medical services, lack of medical prevention and improper medical behavior. In addition, as China gradually enters into an...

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Application Information

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IPC IPC(8): G16H40/20G06Q10/06G06K9/62G06N5/04G06N3/04
CPCG16H40/20G06Q10/06398G06N5/04G06N3/044G06N3/045G06F18/25G06F18/214
Inventor 张立华焦博陈迟晓张沛轩
Owner FUDAN UNIV
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