Auxiliary decision-making method and device based on medical record, electronic equipment and storage medium

Abstract

The embodiment of the invention provides an auxiliary decision-making method and device based on a medical record, electronic equipment and a storage medium. The method comprises the steps of determining a medical record text and key information and / or potential information of the medical record text; inputting the medical record text and the key information and / or potential information of the medical record text into a semantic extraction model to obtain medical record semantic representation output by the semantic extraction model; performing auxiliary decision making based on the medical record semantic representation, wherein the semantic extraction model is obtained on the basis of similarity training of sample medical record semantic representation and matched medical record semanticrepresentation; the sample medical record semantic representation and the matched medical record semantic representation are determined by the semantic extraction model based on the sample medical record text, the matched medical record text, the sample key information and / or the sample potential information of the sample medical record text and the matched key information and / or the matched potential information. According to the method and device, the electronic equipment and the storage medium provided by the embodiment of the invention, the accuracy and reliability of auxiliary decision making are improved.

Description

Technical field [0001] The present invention relates to the field of intelligent medical technology, in particular to a method, device, electronic equipment and storage medium for assisting decision-making based on medical records. Background technique [0002] With the rapid development of artificial intelligence technology, an artificial intelligence-assisted decision-making method based on medical records has emerged. By mining useful information in medical records, it can recommend similar medical records to doctors, or provide possible diagnosis results to assist doctors in diagnosis and provide patients with reference. [0003] At present, most of the methods of assisting decision-making based on medical records are based on the inputted medical record text to learn the literal text information of the medical record, and then make an assistant decision. In fact, the composition of medical records is very complicated, and the literal text information alone cannot meet the nee...

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a medical record-based auxiliary decision-making method, device, electronic equipment, and storage medium to solve the problem that the existing medical-record-based auxiliary decision-making method cannot perform in-depth and fine-grained information mining, resulting in reliable auxiliary decision-making results low sex problem

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