Spine image processing method and device, model training method and device and storage medium

Abstract

The invention provides a spine image processing method and a device thereof, a model training method and a device and a storage medium. In the embodiment of the invention, a to-be-processed spine image is acquired, a vertebral body and an intervertebral disc included in the to-be-processed spine image are identified, and a vertebral body identification result corresponding to the vertebral body and an intervertebral disc identification result corresponding to the intervertebral disc are determined; and the target recognition result corresponding to the to-be-processed spine image is determined according to the vertebral body recognition result and the intervertebral disc recognition result, so that the vertebral body and the intervertebral disc can be effectively recognized without segmenting the to-be-processed spine image, the data processing steps are reduced, the data processing amount is reduced, and batch processing of a plurality of to-be-processed spine images can be realized, the supply and demand contradiction of primary medical treatment can be relieved, the quality and efficiency of analyzing and processing the to-be-processed spine images are improved, the practicability of the method is further improved, and market popularization and application are facilitated.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a spinal image processing method, model training method, device and storage medium. Background technique [0002] Lumbar degenerative disease is a common orthopedic disease in the elderly, with a large patient base, and the trend of younger patients is becoming more and more obvious. Severe lumbar degenerative disease can cause low back pain and even paralysis, affecting the ability and quality of life. However, due to the large number of patients in primary medical institutions and the lack of orthopedic specialists, an identification method that can accurately and quickly identify lumbar spine lesions is urgently needed to alleviate the contradiction between supply and demand in primary medical care. Contents of the invention [0003] Various aspects of the present application provide a spinal image processing method, model training method, device, and storage med...

AI Technical Summary

Problems solved by technology

However, due to the large number of patients in primary medical institutions and the lack of orthopedic specialists, an identification method that can accurately and quickly identify lumbar lesions is urgently needed to alleviate the contradiction between supply and demand in primary medical care.

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