Pleura line identification method and system based on lung ultrasound
An identification method and pleura technology, applied in the field of pleural line identification, can solve problems such as low efficiency, wrong identification of pleural lines, and difficulty in quantitatively evaluating the pleura, and achieve the effect of reducing the interference of noise.
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Embodiment 1
[0063] A method for identifying pleural lines based on lung ultrasound, comprising the following steps:
[0064] S1. Obtain an ultrasound video of the lung area, and select k frames of ultrasound images in the ultrasound video, where k>1;
[0065] During the diagnosis, the original video data will be collected by an ultrasound machine, and then preprocessed to remove irrelevant pictures and segments to obtain an ultrasound video. The main picture in the ultrasound video is the lung area. Therefore, each frame in the ultrasound video The positions of the pleural line area in the image are basically the same, with minimal changes, and are basically within a linear area, which can be understood by relevant practitioners and will not be repeated here. As in this embodiment, the ultrasonic instrument is used to obtain the ultrasonic video of the lung area with the ultrasonic probe, and it is ensured that there is no large fluctuation in the pleural line in the ultrasonic video. pr...
Embodiment 2
[0095] A pleural line recognition system based on lung ultrasound, including:
[0096] The image acquisition module is used to obtain the ultrasound video of the lung region, and select k frames of ultrasound images in the ultrasound video, k>1;
[0097] The image preprocessing module is used to perform grayscale processing on each ultrasound image to obtain a grayscale image of each ultrasound image;
[0098] The single image processing module is used to perform binarization processing on each grayscale image respectively to obtain a binarized image of each ultrasound image, and perform a pleural line positioning operation on each binarized image;
[0099] The image fusion module is used to fuse the k binarized images after the pleural line positioning operation to obtain a fused image, and perform a global pleural line positioning operation on the fused image to obtain the pleural line area of the lung area in the fused image.
[0100] Among them, the image preprocessing mo...
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