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
Link To Document :
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