Intelligent system for assisting dead cause classification coding

Abstract

The invention provides an intelligent system for assisting dead cause classification coding, which is characterized by comprising the following parts: a data preprocessing module; an ICD-10 category training module; the ICD-10 category prediction module that is used for predicting an ICD-10 category coding result for the vectorized text information obtained by the data preprocessing module; an ICD-10 suborder text training module; the ICD-10 suborder text generation module that is used for generating ICD-10 suborder text information corresponding to a direct death cause, an intermediary deathcause and a root death cause in a death cause chain according to the vectorized text information obtained by the data preprocessing module; an ICD-10 code generation module; and an ICD-10 coding adjustment module. According to the system provided by the invention, the ICD-10 code can be automatically generated according to the text information in the death report, the efficiency of dead cause chain analysis is improved, and accurate technical support is provided for doctors and medical institutions.

Description

technical field [0001] The invention relates to an intelligent system for assisting classification and encoding of causes of death, belonging to the technical fields of disease classification and natural language processing. Background technique [0002] In recent years, the communication between domestic and international medical technology fields has become increasingly frequent, and the unified disease classification standard enables health professionals to exchange health information around the world in a common language. The International Classification of Diseases (ICD) is a standard developed by the World Health Organization to express disease classification by means of coding. It is the basis for medical informatization and extensive communication of medical technology. Revision. At the same time, disease classification has important guiding significance for many aspects such as medical teaching and scientific research, medical data statistics, medical quality evalu...

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is: most of the existing methods for classification of causes of death are to obtain the codes of suborders or details of diseases by comparing and searching from the original ICD-10 standard code library. The method is single and lacks comprehensive consideration under corresponding restrictive conditions.

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