Hierarchical disease diagnosis system, and disease diagnosis method, device and equipment

Abstract

The embodiment of the invention provides a hierarchical disease diagnosis system, and a disease diagnosis method, device and equipment, and the system comprises a first model layer and a second modellayer. The first model layer comprises a main decision model, the second model layer comprises a plurality of unit processing models and a disease classifier, and each unit processing model is matchedwith a group of diseases divided according to departments. During specific implementation, a unit processing model matched with a user can be determined from a plurality of unit processing models toserve as a target unit processing model through a main decision model in the system on the basis of a higher-level strategy; symptom information of the user is collected through a target unit processing model on the basis of a strategy of a lower level; and finally, a disease diagnosis result of the user is determined through a disease classifier according to the symptom information of the user, so that the system is applicable to complex disease diagnosis scenes, and efficiently and accurately performs disease diagnosis.

Description

technical field [0001] The present application relates to the technical field of disease diagnosis, in particular to a hierarchical disease diagnosis system, disease diagnosis method, device and equipment. Background technique [0002] Most of the existing models or systems for disease diagnosis are constructed based on the flat RL policy. When this type of model or system is applied to more complex disease diagnosis scenarios, due to the large number of diseases that need to be considered, there are often technical problems of low diagnostic efficiency and poor accuracy in specific use. [0003] For the above problems, no effective solution has been proposed yet. Contents of the invention [0004] The embodiment of the present application provides a hierarchical disease diagnosis system, disease diagnosis method, device and equipment to solve the problems existing in existing methods when the reinforcement learning model based on the flat strategy is dealing with more co...

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present application provides a hierarchical disease diagnosis system, disease diagnosis method, device and equipment to solve the problems existing in existing methods when the reinforcement learning model based on the flat strategy is dealing with more complex disease diagnosis scenarios. The technical problems of low efficiency and poor accuracy can be applied to complex disease diagnosis scenarios, and the technical effect of efficient and accurate disease diagnosis can be achieved

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