Medical auxiliary information generation method and device, computer equipment and storage medium
An information generation and medical assistance technology, which is applied in the fields of healthcare informatics, computer components, computing, etc., can solve the problems of inability to accurately describe the disease characteristics of medical images and misleading medical personnel, so as to achieve rich auxiliary reference information and improve recognition ability , high accuracy effect
Pending Publication Date: 2022-05-24
深圳平安智慧医健科技有限公司
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Problems solved by technology
In the prior art, although medical images can match some conventional lesion description information, the matched lesion description information cannot accurately describe the disease characteristics of medical images.
This can be somewhat misleading to medical staff
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[0026] The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
[0027] The method for generating medical auxiliary information based on image analysis provided in this embodiment can be applied to, for example, figure 1 application environment, in which the client communicates with the server. Among them, clients include but are not limited to various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices. The server can be implemented by an independent serv...
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The invention relates to the field of image classification, and discloses a medical auxiliary information generation method and device based on image analysis, computer equipment and a storage medium, and the method comprises the steps: obtaining a to-be-analyzed medical image; the medical image is processed through an image analysis model, pathological analysis information is generated, the pathological analysis information comprises multiple pieces of partition analysis information, the medical image is divided into multiple pathological partitions, and one pathological partition corresponds to one piece of partition analysis information; performing semantic analysis on the pathological analysis information through a pathological analysis model to generate illness state reference information; acquiring a reference image corresponding to the condition reference information; comparing the difference between the medical image and the reference image to generate a comparison result; and importing the pathological analysis information, the illness state reference information and the comparison result into a reference information template to generate auxiliary reference information of the medical image. According to the invention, the recognition capability of the medical image is improved, and more accurate reference opinions can be provided for medical personnel.
Description
technical field [0001] The invention relates to the field of image classification, in particular to a method, device, computer equipment and storage medium for generating medical auxiliary information based on image analysis. Background technique [0002] At present, the reading of medical images in the medical field generally relies on the personal experience of doctors to make judgments, or the shadows (lesions) of fixed parts are judged by machine scanning, and no specific doctor's advice or evaluation is provided. In the prior art, although a medical image can match some conventional lesion description information, the matched lesion description information cannot accurately describe the disease characteristics of the medical image. This can be misleading to medical personnel. SUMMARY OF THE INVENTION [0003] Based on this, it is necessary to provide a method, device, computer equipment and storage medium for generating medical auxiliary information based on image an...
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IPC IPC(8): G16H30/00G06F40/30G06K9/62G16H70/60G06V10/764
CPCG16H30/00G16H70/60G06F40/30G06F18/241
Inventor 李生波
Owner 深圳平安智慧医健科技有限公司