DocumentCode
3685404
Title
Algorithm for automatic angles measurement and screening for Developmental Dysplasia of the Hip (DDH)
Author
Areen K. Al-Bashir;Mohammad Al-Abed;Fayez M. Abu Sharkh;Mohamed N. Kordeya;Fadi M. Rousan
Author_Institution
Biomedical Engineering Department, Jordan University of Science and Technology, P. O. Box 3030 Irbid 22110 Jordan
fYear
2015
Firstpage
6386
Lastpage
6389
Abstract
Developmental Dysplasia of the Hip (DDH) is a medical term represent the hip joint instability that appear mainly in infants. The examination for this condition can be done by ultrasound for children under 6 months old and by X-ray for children over 6 months old. Physician´s assessment is based on certain angles derived from those images, namely the Acetabular Angle, and the Center Edge Angle. In this paper, we are presenting a novel, fully automatic algorithm for measuring the diagnostic angles of DDH from the X-ray images. Our algorithm consists of Automatic segmentation and extraction of anatomical landmarks from X-ray images. Both of Acetabular angle and Center edge angle are automatically calculated. The analysis included X-ray images for 16 children recruited for the purposed of this study. The automatically acquired angles accuracy for Acetabular Angle was around 85%, and an absolute deviation of 3.4°±3.3° compared to the physician´s manually calculated angle. The results of this method are very promising for the future development of an automatic method for screening X-ray images DDH that complement and aid the physicians´ manual methods.
Keywords
"Image edge detection","Hip","X-ray imaging","Head","Pediatrics","Accuracy"
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN
1094-687X
Electronic_ISBN
1558-4615
Type
conf
DOI
10.1109/EMBC.2015.7319854
Filename
7319854
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