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Applications Of Image Processing And Pattern Recognition Technology In The System Of Computer-Assisted Bone-Age Assessment

Posted on:2004-12-05Degree:MasterType:Thesis
Country:ChinaCandidate:Y H GaoFull Text:PDF
GTID:2168360092986228Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
In the research of pedology and physical training , bone-age has an important role. This method has reliability problems between different observers , and the efficiency of manpower assessement is too low to suffice more demands. The system of bone-age assessment is raised in this background. As a substitute of manpower assessment , this system is based on The Standards Of Estimating Skeletal Maturity For Chinese (Method of CHN scoring). It is a joint production of iatrology, technology of image processing and pattern recognition technology , etc.This paper put forward an analysis method of digital image. The analysis starts with a preprocessing function in Hand and Wrist X-ray-images; Then, these images are unified; Next, epiphyseal/metaphyseal regions of interest(EMROIs) are extracted while doing an independent processing in the wrist region(K-L transform), which improves the method raised by Mr. Lv and gains a better result . Extracted features describe the stage of skeletal maturity more objectively than visual comparison.
Keywords/Search Tags:bone-age, bone-age assessment, Method of CHN scoring, epiphyseal/metaphyseal region of interest, K-L transform, feature
PDF Full Text Request
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