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Diagnostic quality inspection method, device, electronic equipment and storage medium

A technology for quality inspection and diagnosis results, applied in the field of intelligent medical care, can solve the problems of high cost, low flexibility, and poor adaptability of diagnostic quality inspection, and achieve the effect of overcoming poor flexibility, improving accuracy, and improving applicability

Active Publication Date: 2022-02-18
讯飞医疗科技股份有限公司
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Problems solved by technology

[0004] Embodiments of the present invention provide a diagnostic quality inspection method, device, electronic equipment, and storage medium to solve the problems of high cost, low flexibility, and poor adaptability of existing diagnostic quality inspection

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  • Diagnostic quality inspection method, device, electronic equipment and storage medium
  • Diagnostic quality inspection method, device, electronic equipment and storage medium
  • Diagnostic quality inspection method, device, electronic equipment and storage medium

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Embodiment Construction

[0048] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0049] In the medical field, the quality of doctors' diagnosis directly affects the treatment and prognosis of patients. Once a misdiagnosis occurs, it is likely to delay the timing of treatment and even endanger the lives of patients. The emergence of artificial intelligence-based diagnostic quality inspection methods provides a new way to reduce...

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Abstract

An embodiment of the present invention provides a diagnostic quality inspection method, device, electronic equipment, and storage medium, wherein the method includes: determining the diagnosis result and the medical record text; inputting the diagnosis result and the medical record text into the diagnostic quality inspection model to obtain the diagnostic quality inspection model The output quality inspection results; the diagnostic quality inspection model is trained based on sample diagnosis results, sample medical record texts, sample quality inspection results, and diagnostic knowledge base. The diagnostic knowledge base includes diagnostic-related medical knowledge corresponding to various diseases; diagnostic quality inspection The model is used to perform feature fusion of diagnosis-related features and medical record-related features, and perform diagnostic quality inspection based on the fused features. Among them, the diagnosis-related features are determined based on the diagnosis results and the diagnostic knowledge base, and the medical record-related features are determined based on the medical record text. of. The method, device, electronic equipment and storage medium provided by the embodiments of the present invention improve the applicability and accuracy of the diagnostic quality inspection method.

Description

technical field [0001] The present invention relates to the field of intelligent medical technology, in particular to a diagnostic quality inspection method, device, electronic equipment and storage medium. Background technique [0002] With the rapid development of artificial intelligence technology, the diagnostic quality inspection method based on artificial intelligence came into being. Through the quality inspection of the doctor's diagnosis results and timely reminders when the diagnosis results are wrong, it can effectively improve the medical level and reduce the risk of misdiagnosis. [0003] However, the current diagnostic quality inspection methods mostly rely on pre-set rules for logical reasoning to determine the quality inspection results. However, the setting of rules requires summarizing a large amount of complex medical diagnostic knowledge, which consumes a lot of manpower and material resources, and the flexibility of logical reasoning is low, making it di...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H40/20G16H70/20G16H50/20G06F16/35G06K9/62
CPCG16H40/20G16H70/20G16H50/20G06F16/353G06F18/253
Inventor 葛健聪肖飞赵景鹤付青远
Owner 讯飞医疗科技股份有限公司
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