Method and device for labeling medical slice image, storage medium and electronic equipment
An image and medical technology, applied in the field of image processing, can solve problems such as low efficiency, achieve the effect of reducing the amount of data processing and improving the efficiency of labeling
Pending Publication Date: 2021-10-01
沈阳东软智能医疗科技研究院有限公司
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However, this method of manually identifying and labeling lesions on a large number of CT images is inefficient
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[0031] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.
[0032] As described in the background art, in related technologies, when medical personnel analyze CT medical data, they will first identify and label lesions on the CT images. However, this method of manually identifying and labeling lesions on a large number of CT images is inefficient.
[0033] With the gradual application of AI technology in the field of medical data processing, in order to avoid the inefficiency caused by manually identifying and labeling lesions on a large number of CT images, people use neural networks to replace medical personnel on CT images. Lesions are marked. However, this has high requirements for the architecture of the neural...
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The invention relates to a method and device for labeling a medical slice image, a storage medium and electronic equipment. The method comprises the steps: determining the position of an image cutting frame according to a focus labeling area of a labeled medical slice image, wherein the range of the image cutting frame covers the focus labeling area, and the labeled medical slice image is a medical slice image of a labeled focus in a plurality of continuous medical slice images; for an unlabeled medical slice image in the plurality of continuous medical slice images, segmenting a to-be-labeled sub-image from the unlabeled medical slice image according to the position of the image cutting frame; inputting the to-be-labeled sub-image into a focus labeling model to obtain a focus labeling sub-image; and labeling the unlabeled medical slice image according to the focus labeling sub-image to obtain a focus labeling result of the unlabeled medical slice image. By adopting the method, the labeling efficiency of the medical slice image can be improved.
Description
technical field [0001] The present disclosure relates to the technical field of image processing, and in particular, to a method, device, storage medium and electronic equipment for labeling medical slice images. Background technique [0002] Because medical data has very important research value for the diagnosis, treatment and medical research of diseases, currently medical personnel will conduct big data analysis on the collected medical data to tap its potential value. In related technologies, when medical personnel analyze CT medical data, they first identify and mark lesions on the CT image. However, this method of manually identifying and labeling lesions on a large number of CT images is inefficient. Contents of the invention [0003] The purpose of the present disclosure is to provide a method, device, storage medium and electronic equipment for labeling medical slice images, so as to solve the problems existing in related technologies and improve the labeling ef...
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Login to View More IPC IPC(8): G06T7/00G06T7/11G06T7/62G06N3/04
CPCG06T7/0012G06T7/11G06T7/62G06T2207/10081G06T2207/30061G06T2207/20081G06T2207/20084G06T2207/30096G06T2207/20021G06N3/045
Inventor 王冠彭成宝邱文旭
Owner 沈阳东软智能医疗科技研究院有限公司