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26.8.2.3 Carpal Bone Fuzzy Subsystem The carpal fuzzy subsystem consists of two components, the capitate (Cap) and the hamate (Ham). After the carpal bones are segmented, the carpal ROI is extracted from the hand image as shown in Figure 26.21. The capitate and the hamate, the rst two bones to ossify in the carpal region during development, are identi ed using a knowledge-based model and used to assess the carpal bone age. One size ( 1) and two shape features, eccentricity ( 2), and triangularity ( 3) features, are then extracted from both the capitate and the hamate. Hence a total of six features are inputted into the carpal bones fuzzy subsystem for BAA. The fuzzy bone age determined by the carpal bone region is assessed in two stages. First, each of the two carpal bones yields an intermediate output. Then, the two intermediate outputs are aggregated by nding their mean to obtain the fuzzy BA2. 26.8.2.4 Wrist Joint Fuzzy Subsystem The goal of wrist joint analysis is to yield higher accuracy for older children (girls: 14 18; boys: 16 18) based on the growth plate development and its separation from the radius. To perform wrist region assessment, the radius is rst segmented based on the anatomical location, shape, and structure of the radius. The growth plate region is located and extracted. Wavelet features are obtained and then passed through the wrist joint fuzzy logic system to obtain the fuzzy BA3 as shown in Figure 26.22. It should be noted that the wrist region does not need an aggregate result because it is a single region of interest, unlike the six regions of the the phalangeal subsystem and the two regions in the carpal subsystem. To obtain good features from the wrist joint, positioning java code 128 reader Barcode Reader . Free Online Web Application
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