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Knee joint cartilage injury detection method and system

A technology of cartilage damage and detection method, which is applied in the field of medical detection and can solve problems such as difficulty in guaranteeing the extraction effect

Pending Publication Date: 2021-09-14
瓴域影诺北京科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, the traditional algorithm needs to adjust different thresholds to adapt to changing scenes, and the extraction effect is difficult to guarantee, and it requires a lot of manual settings compared with

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  • Knee joint cartilage injury detection method and system
  • Knee joint cartilage injury detection method and system
  • Knee joint cartilage injury detection method and system

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Embodiment Construction

[0053] The implementation mode of the embodiment of the present application is illustrated by specific specific examples below. Those who are familiar with this technology can easily understand other advantages and effects of the embodiment of the present application from the content disclosed in this specification. Obviously, the described embodiment is the embodiment of the present application. The application embodiments are part of the embodiments, but not all of the embodiments. Based on the embodiments in the embodiments of the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the embodiments of the present application.

[0054] figure 1 The flow chart of the method for detecting knee articular cartilage damage provided by the embodiment of the present application is shown, which specifically includes the following steps:

[0055] Step 101: Acquiring MRI image inf...

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Abstract

The embodiment of the invention discloses a knee joint cartilage injury detection method and system, and the method comprises the steps: obtaining knee joint MRI image information, and carrying out the preprocessing of the image information; extracting a cartilage injury area layer by layer according to the preprocessed image information to obtain a knee joint cartilage three-dimensional volume area; extracting a cartilage injury region of interest layer by layer to obtain a cartilage injury three-dimensional region; extracting features of the three-dimensional region of interest, training a classifier network by adopting a neural network method, and determining an optimal model; inputting the knee joint MRI image information into the optimal model, carrying out the cartilage injury detection, and determining the cartilage injury degree. The method is good in robustness, rapid, convenient and suitable for assisting doctors in diagnosis.

Description

technical field [0001] The embodiments of the present application relate to the technical field of medical detection, and in particular to a method and system for detecting knee articular cartilage damage. Background technique [0002] Osteoarthritis (OA) is a common chronic, progressive and highly disabling joint degenerative disease. The diagnosis of knee cartilage injury provides an important reference for clinical practice. MRI, as a multi-parameter imaging examination method, can detect changes in the matrix composition of the knee articular cartilage before pathological and morphological changes, so as to make an early diagnosis of the degree of cartilage damage in the knee joint. With the continuous development and research of computer software, and the use of various high-signal-to-noise ratio and high-resolution magnetic resonance sequences, more and more image algorithms are applied to the automatic detection of knee cartilage, and an MRI-based A non-invasive, ra...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/32G06T7/00G06N3/08
CPCG06T7/0012G06N3/08G06T2207/10088G06T2207/20081G06T2207/20084G06T2207/30008G06F18/2415
Inventor 怀晓晨穆红章
Owner 瓴域影诺北京科技有限公司
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