Image processing method and device, electronic equipment and storage medium

Abstract

The invention relates to an image processing method and device, electronic equipment and a storage medium, wherein the method comprises the steps: carrying out the segmentation processing of a to-be-processed image, and determining an organ region corresponding to a target organ in the to-be-processed image, and a focus region corresponding to a focus on the target organ; according to the positions of the organ region and the focus region, determining an abnormal sub-region corresponding to the part bearing the focus organ from the organ region; determining a lesion interface between the abnormal sub-region and the lesion region according to a position relationship between a first pixel point in the abnormal sub-region and a second pixel point in the lesion region; and according to the focus interface and the focus area, determining a morphological analysis result of the focus. According to the embodiment of the invention, the morphological analysis result of the focus in the image can be automatically and accurately determined, so that the workload of medical staff is reduced, and the working efficiency of the medical staff is improved.

Description

technical field

[0001] The present disclosure relates to the technical field of computer vision, and in particular to an image processing method and device, electronic equipment, and a storage medium. Background technique

[0002] In the field of computer vision technology, image recognition and analysis are widely used. For example, the recognition and analysis of lesion areas in medical images is the basis of disease diagnosis.

[0003] In related technologies, there are two types of methods for identifying and morphologically analyzing lesion regions in medical images.

[0004] First, through the doctor's interpretation of medical images to identify and analyze the lesion area, the doctor can manually measure the lesion area, obtain the morphological parameters of the lesion area, and give the diagnosis result. However, the manual measurement of the lesion area by the doctor will have differences in the measurement consistency, which is more dependent on the doctor's dia...

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