Teenager bone age data management method and abnormity early warning method based on big data

Abstract

The invention belongs to the technical field of bone age prediction, and particularly relates to a teenager bone age data management method and abnormity early warning method based on big data. The management method comprises the following steps: configuring a teenager bone age database, wherein the database comprises teenager identity information, teenager hand bone X-ray films and age information, regional feature information and bone age related information corresponding to the X-ray films; dividing teenager identity information and corresponding bone age related information according to the regional features; acquiring bone age information corresponding to an X-ray film through the hand bone X-ray film; performing feature extraction on the bone age related information to obtain a plurality of bone age related feature values; and respectively determining a correlation constant of each bone age correlation characteristic value to the bone age relative age deviation value K. According to the invention, early warning is carried out on the abnormal development of the bone age of the teenagers on the premise that X-ray photography is not needed through the daily acquired bone age related information of the teenagers, so that the attention of parents of the teenagers with abnormal bone age is aroused, and the abnormal bone age of the teenagers can be found as soon as possible.

Description

technical field [0001] The invention belongs to the technical field of bone age prediction, and in particular relates to a big data-based juvenile bone age data management method and an abnormal early warning method. Background technique [0002] "Bone age" is the abbreviation of skeletal age. It is the developmental age obtained by comparing the skeletal development level of adolescents and children with the bone development standard. It can more accurately reflect the maturity of the body than age, height and weight, and more accurately reflect the individual level of growth and maturity. Bone age is widely used in height prediction, athlete selection, and medical and health fields. The method of quantitative determination of bone age is called bone age prediction. Bone age prediction can be divided into traditional artificial bone age prediction methods, machine learning-based bone age prediction methods, and bone age prediction methods based on deep learning that have e...

AI Technical Summary

Problems solved by technology

[0004] However, due to the lack of awareness of current parents on the impact of bone age development on children's height, and bone age assessment requires X-ray photography of children's hand bones, the procedure is relatively cumbersome, so a large number of adolescents with bone age development problems cannot be discovered in time, and thus missed. The Golden Age of Teenage Height Growth

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