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Medical image recognition method and device

A medical image and recognition method technology, applied in the field of medical image recognition methods and devices, can solve the problems of low level of RA diagnosis and treatment by primary doctors, low treatment rate, and less application of medical images, so as to reduce the misdiagnosis rate of RA and reduce labor costs. Effect

Active Publication Date: 2020-05-01
CHINA ACADEMY OF INFORMATION & COMM +1
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Problems solved by technology

[0004] At present, the relatively mature technical fields of artificial intelligence application in the medical industry are mainly concentrated in the imaging of lung nodules (cancer), cervical cancer and other diseases, and the application of medical imaging in RA is still less
However, due to the low standard treatment rate of RA and the low level of diagnosis and treatment of RA by grassroots doctors, it is necessary to support the decision-making system of clinical diagnosis and treatment. It is necessary to deeply integrate mature artificial intelligence and cutting-edge technology with RA diagnosis and treatment to increase the misdiagnosis rate of RA.

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  • Medical image recognition method and device

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[0028] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some, not all, embodiments of the application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0029] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the invention described herein are, for example, capable of practice in sequences other than those illustrated or des...

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Abstract

The invention provides a medical image recognition method and device. The method comprises the following steps: acquiring medical images of all joint parts of a human body; identifying abnormal jointsin the medical images and the positions of the abnormal joints in the medical images based on a preset identification file; determining the types of the abnormal joints according to the positions ofthe abnormal joints in the medical images; determining the score of a first factor based on classification standards and a scoring system of RA and the number of the abnormal joints of different types; and determining whether the medical images are RA medical images according to the score of the first factor. According to the method, an RA misdiagnosis rate can be reduced on the basis of reducinglabor cost.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a medical image recognition method and device. Background technique [0002] Rheumatoid arthritis (hereinafter referred to as RA) is a chronic systemic immune rheumatic disease mainly manifested by polyarticular, symmetrical, and aggressive joint inflammation of the small joints of the hands and feet. The pathogenesis has not yet been clarified. [0003] With the development of science and technology, people gradually introduce artificial intelligence technology into the medical field to empower the medical industry. [0004] At present, the relatively mature technical fields of artificial intelligence application in the medical industry are mainly concentrated in the imaging of lung nodules (cancer), cervical cancer and other diseases, and the application of medical imaging in RA is still relatively small. However, due to the low treatment rate of RA and the low level ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G06T7/00G06K9/32
CPCG16H50/20G06T7/0012G06T2207/30008G06V10/25
Inventor 孙明俊郑明智刘硕石霖谢志军黄琳曹峰
Owner CHINA ACADEMY OF INFORMATION & COMM