Structured report template design method based on semantic association

Abstract

The invention discloses a method for designing a structured report template based on semantic association. The method comprises the following steps: S1, constructing a first diagnosis and treatment knowledge graph based on historical medical record big data semantics; s2, constructing a second diagnosis and treatment knowledge graph based on disease diagnosis and treatment guide big data; s3, performing entity fusion on the first diagnosis and treatment knowledge graph and the second diagnosis and treatment knowledge graph to obtain a diagnosis and treatment structured knowledge graph fusing and representing diagnosis and treatment practical operation experience and diagnosis and treatment expert experience, and constructing a structured report template for disease category based on the diagnosis and treatment structured knowledge graph; and S4, performing unified diagnosis and treatment on the disease categories according to the structured report template to improve the diagnosis and treatment normalization. Disease diagnosis and treatment according to the structured report template conform to diagnosis and treatment practical operation experience of doctors and experience of diagnosis and treatment experts, diagnosis and treatment standards and maneuverability are both considered, and the limitation that a computer-aided diagnosis method is driven only by a diagnosis and treatment guide is broken through.

Description

technical field [0001] The invention relates to the technical field of medical reports, in particular to a method for designing a structured report template based on semantic association. Background technique [0002] Compared with traditional reports, structured reports are structured and regulated in content. Traditional reports are mostly written according to doctors' personal habits, with complex logic and diverse words. management and utilization. It not only wastes a lot of valuable medical record information, but also easily leads to omissions and mistakes in report writing. When the era of big data and artificial intelligence comes, structured medical record information is the most basic data. Therefore, the popularization and application of structured reports is imminent. [0003] In the prior art, CN202110892281.6 discloses a method for designing a prostate MR cancer structured report, which includes the following steps: log in to the user interface and provide ...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a method for designing a structured report template based on semantic associations, so as to solve the problem that in the prior art, doctors still need to select the inspection item indicators, so that the generated structured reports vary from person to person, and the standardization is poor. , and the generated structured report relies on the subjectivity of the doctor user, which leads to the technical problem of low objectivity of the structured report

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