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Brain medical image report generation method and system based on sequence level

A technology for generating medical images and reports, applied in the field of medical image processing

Pending Publication Date: 2020-10-27
BEIJING UNIV OF TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] Embodiments of the present invention provide a method and system for generating brain medical image reports based on sequence levels. Medical Imaging Can't Accurately and Quickly Diagnose Brain Diseases

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  • Brain medical image report generation method and system based on sequence level
  • Brain medical image report generation method and system based on sequence level
  • Brain medical image report generation method and system based on sequence level

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Embodiment Construction

[0053] 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 making creative efforts belong to the protection scope of the present invention.

[0054]The terms "first" and "second" in the embodiments of the present application are used for description purposes only, and cannot be understood as indicating or implying relative importance or implicitly indicating the quantity of indicated technical features. Thus, the features defined as "first" and "second" may explicitly or implicitly...

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Abstract

The embodiment of the invention provides a brain medical image report generation method and system based on a sequence level. The method comprises the steps of obtaining a to-be-judged brain medical image with a preset standard; inputting the sequence level to-be-judged brain medical image into a pre-trained brain medical image discrimination model to obtain a brain medical image report result output by the brain medical image discrimination model, wherein the brain medical image discrimination model is obtained by training based on sample set data of brain medical images and sequence level classification labels obtained by classification according to brain medical disease standard levels. According to the embodiment of the invention, the brain medical image meeting the DICOM standard is subjected to model training, and the trained model can generate a report for assisting a doctor in brain disease diagnosis, so that the diagnosis time of the doctor is saved, the workload is reduced, and meanwhile, the probability of missed diagnosis and misdiagnosis is reduced.

Description

technical field [0001] The present invention relates to the technical field of medical image processing, in particular to a method and system for generating brain medical image reports based on sequence levels. Background technique [0002] In the process of medical diagnosis, medical imaging is an important tool for disease diagnosis. Computed Tomography and Magnetic Resonance Imaging of the brain can provide information about brain tissue and brain structure, and brain The advantages of non-invasive CT scan and MRI have the advantages of rich imaging information, which provide strong support for doctors' judgment. [0003] Due to the complexity of the brain structure and the diversity of diseases, it is very difficult to make a correct judgment on the diseases reflected on medical images, and slight carelessness will lead to misdiagnosis and missed diagnosis. Careful examination by an experienced doctor is required to make a correct judgment. However, it usually takes sev...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G16H15/00G16H30/20
CPCG06N3/08G16H15/00G16H30/20G06V2201/03G06N3/048G06N3/045G06F18/241G06F18/25
Inventor 李建强王瑞乾付光晖
Owner BEIJING UNIV OF TECH
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