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- W2041217001 abstract "A computer-aided-diagnosis (CAD) method has been previously developed based on features extracted from phalangealregions of interest (ROI) in a digital hand atlas, which can assess bone age of children from ages 7 to 18 accurately.Therefore, in order to assess the bone age of children in younger ages, the inclusion of carpal bones is necessary. In thispaper, we developed and implemented a knowledge-based method for fully automatic carpal bone segmentation andmorphological feature analysis. Fuzzy classification was then used to assess the bone age based on the selected features.Last year, we presented carpal bone segmentation algorithm. This year, research works on procedures after carpal bonesegmentation including carpal bone identification, feature analysis and fuzzy system for bone age assessment ispresented. This method has been successfully applied on all cases in which carpal bones have not overlapped. CADresults of total about 205 cases from the digital hand atlas were evaluated against subject chronological age as well asreadings of two radiologists. It was found that the carpal ROI provides reliable information in determining the bone agefor young children from newborn to 7-year-old." @default.
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- W2041217001 date "2007-03-08" @default.
- W2041217001 modified "2023-10-18" @default.
- W2041217001 title "Bone age assessment for young children from newborn to 7-year-old using carpal bones" @default.
- W2041217001 doi "https://doi.org/10.1117/12.709710" @default.
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