Scoliosis prediction method and device, electronic equipment and storage medium

Abstract

Embodiments of the invention relate to a scoliosis prediction method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring an X-ray film of the spine of a first user, determining the coordinate data of the spine of the first user according to the X-ray film, and carrying out preprocessing on the X-ray film to obtain a preprocessed X-ray film, wherein preprocessing is used for enhancing the contrast of the X-ray film; in combination with the coordinate data of the spine of the first user, subjecting the preprocessed X-ray film to segmentationto obtain a segmented output image which comprises a non-spine position area and a spine position area; and acquiring the spine parameters of the spine position area and determining a scoliosis angleaccording to the spine parameters. According to the invention, the X-ray film of the spine is acquired, contrast enhancement processing is performed on the X-ray film, the X-ray film is segmented based on combination with the coordinate data of the X-ray film of the spine to obtain the spine position area and the non-spine position area, and the degree of scoliosis is determined by acquiring themultiple spine parameters of the spine position area, so the measurement precision of the degree of scoliosis is improved.

Description

technical field [0001] The embodiments of the present application relate to the technical field of medical images, and in particular to a scoliosis prediction method, device, electronic equipment, and storage medium. Background technique [0002] Currently, scoliosis is a three-dimensional deformity that refers to one or several segments of the spine that bend laterally, accompanied by vertebral body rotation and sagittal backward or forward curvature. The International Scoliosis Research Society (SRS) defines scoliosis as follows: the Cobb's method is used to measure the curvature of the spine on anteroposterior X-ray films of the spine in standing position, and the angle greater than 10° is called scoliosis. Adolescent idiopathic scoliosis is one of the cases with the highest incidence rate and the most harmful degree among scoliosis diseases, and the incidence rate in the 10-16 age group is as high as 2%-3%. Patients usually have improper posture and uneven shoulder heig...

AI Technical Summary

Problems solved by technology

[0003]The spine is the central axis of the human body and the pillar of the body. It has functions such as weight bearing, shock absorption, protection and exercise. The detection of scoliosis of the spine mainly depends on X However, there is still a lack of models and tools for scoliosis angle measurement based on X-ray films; radiologists judge scoliosis on X-ray films, and usually roughly measure the Cobb angle manually. For angles less than 10° The crowd is diagnosed as normal, those with an angle between 10° and 20° are diagnosed as slightly curved, and those with an angle of more than 20° are diagnosed as laterally curved, but the current manual measurement has poor consistency and is not accurate enough

Images