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Assisted decision-making method, device, electronic equipment and storage medium based on medical records

A technology for assisting decision-making and medical records, applied in the field of intelligent medical care, can solve problems such as inability to dig deep and fine-grained information, and low reliability of auxiliary decision-making results, and achieve the effect of improving accuracy and reliability

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 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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  • Assisted decision-making method, device, electronic equipment and storage medium based on medical records
  • Assisted decision-making method, device, electronic equipment and storage medium based on medical records
  • Assisted decision-making method, device, electronic equipment and storage medium based on medical records

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Embodiment Construction

[0049] 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.

[0050] Medical records usually contain a large amount of information, such as structured disease history, medical auxiliary examination, drug use, etc., as well as unstructured chief complaints, current illness history, aggravating and mitigating factors in the course of the disease, and results. Mining useful information in medical records can re...

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Abstract

An embodiment of the present invention provides a medical record-based auxiliary decision-making method, device, electronic device, and storage medium, wherein the method includes: determining the medical record text, and the key information and / or potential information of the medical record text; Key information and / or latent information are input into the semantic extraction model to obtain the semantic representation of the medical records output by the semantic extraction model; decision-making is made based on the semantic representation of the medical records; the semantic extraction model is based on the similarity between the semantic representation of the sample medical records and the semantic representation of the matched medical records Trained; sample medical record semantic representation and matching medical record semantic representation are semantic extraction models based on sample medical record text, matching medical record text, sample key information and / or sample potential information of sample medical record text, and matching key information and / or matching potential information definite. The method, device, electronic equipment and storage medium provided by the embodiments of the present invention improve the accuracy and reliability of auxiliary decision-making.

Description

technical field [0001] The present invention relates to the field of intelligent medical technology, in particular to a medical record-based auxiliary decision-making method, device, electronic equipment and storage medium. 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 for doctors, or provide possible diagnostic results to assist doctors in diagnosis. refer to. [0003] At present, most of the auxiliary decision-making methods based on medical records learn the literal text information of the medical records according to the input medical record text, and then carry out auxiliary decision-making. In fact, the composition of medical records is very complicated, and literal text information alone cannot meet the needs of deep-level and fine-gr...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/33G16H50/70
CPCG06F16/3344G16H50/70
Inventor 高丽蓉肖飞赵景鹤胡加学贺志阳甘露张正欣
Owner 讯飞医疗科技股份有限公司
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