Expert system for automated bone age determination
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- 作者：Jinwoo Seok ; a ; sjinu@umich.edu" class="auth_mail" title="E-mail the corresponding author ; José ; phine Kasa-Vubub ; jzkv@med.umich.edu" class="auth_mail" title="E-mail the corresponding author ; Michael DiPietroc ; dipietro@med.umich.edu" class="auth_mail" title="E-mail the corresponding author ; Anouck Girarda ; anouck@umich.edu" class="auth_mail" title="E-mail the corresponding author
- 关键词：Bone age ; Expert system ; Automated system ; Fusion rule ; Classification
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：15 May 2016
- 年：2016
- 卷：50
- 期：Complete
- 页码：75-88
- 全文大小：2345 K
文摘
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We develop an automated bone age determination system for overall and part bone ages.
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We develop fusion rules for multiple classifiers with more than three classes.
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Bone age determination can be viewed as the weighted sum of five part bone ages.
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The weights indicate that part 1 (the distal phalanges) has the highest priority.
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We validate the system based on different classifiers’ performances.