Disease typing method fusing multi-dimensional diagnosis and treatment information and related equipment

Abstract

The invention provides a disease typing method and device fusing multi-dimensional diagnosis and treatment information, electronic equipment and a storage medium. The method comprises the steps of obtaining current multi-dimensional diagnosis and treatment information of a to-be-classified patient; obtaining target words of the word granularity, the word granularity and the medical named entity granularity of the current multi-dimensional diagnosis and treatment information; taking each target word as a node, constructing edges between different nodes and edge weights thereof according to theco-occurrence dependency relationship between different target words, and constructing a current diagnosis and treatment information topological graph of the patient to be typed; performing multiple convolution operations on the current diagnosis and treatment information topological graph through a graph neural network model to obtain target semantic representation corresponding to each node in the current diagnosis and treatment information topological graph; and obtaining a target typing result of the patient to be typed according to the target semantic representation corresponding to eachnode in the current diagnosis and treatment information topological graph. According to the method, the target typing result of the patient to be typed can be automatically, quickly and accurately obtained.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a disease classification method, device, electronic equipment and storage medium for fusing multi-dimensional diagnosis and treatment information. Background technique [0002] Patients with novel coronavirus pneumonia (hereinafter referred to as "new coronary pneumonia") are mostly mild (mild, common type), and most of them can improve after giving symptomatic and supportive treatment; but once they develop into severe (severe, critical) cases , the difficulty of treatment and the risk of death are greatly increased. Therefore, the classification of new coronary pneumonia and the early identification of severe patients are extremely important. [0003] The classification methods in related technologies are mainly based on the experience of medical staff or the classification standards issued by the country, but for a sudden infectious disease such as new coronary...

AI Technical Summary

Problems solved by technology

[0003] The classification methods in related technologies are mainly based on the experience of medical staff or the classification standards issued by the country, but for a sudden infectious disease such as new coronary pneumonia, its symptoms and manifestations are unknown and are constantly being discovered over time , cannot follow the existing experience of doctors or researchers

At the same time, because the new crown pneumonia is highly contagious, if patients communicate with doctors or nurses too much, it will not only be inefficient, but also may cause cross-infection with medical staff or other patients.

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