DocumentCode :
1674264
Title :
Estimating Fetal Nuchal Translucency Parameters from its Ultrasound Image
Author :
Deng, Yin-Hui ; Wang, Yuan-Yuan ; Chen, Ping
Author_Institution :
Dept. of Electron. Eng., Fudan Univ., Shanghai
fYear :
2008
Firstpage :
2643
Lastpage :
2646
Abstract :
Parameters of the fetal nuchal translucency (NT) are very important for the diagnosis and evaluation of fetuses. Currently these parameters are manually measured from the fetal ultrasound image, which may introduce problems of the variability and reproducibility. Here an automatic scheme is proposed to estimate fetal NT parameters. With a morphologic filtering, this scheme firstly establishes the edge map and extracts a preliminary contour by the gradient vector flow (GVF) snake. Then an algorithm based on the dynamic programming is proposed to compound the edge map and the preliminary contour to obtain the NT contour. Finally, parameters of the NT such as the NT thickness and the NT area are calculated. From the application, it is seen that this scheme simultaneously overcomes problems of discontinuousness and concavities in the contour extraction and parameters of the fetal NT can be automatically calculated.
Keywords :
biomedical ultrasonics; dynamic programming; edge detection; feature extraction; filtering theory; medical image processing; obstetrics; automatic method; contour extraction; dynamic programming; edge map; fetal nuchal translucency parameter estimation; fetuses diagnosis; fetuses evaluation; gradient vector flow snake; morphologic filtering; ultrasound image; Current measurement; Data mining; Dynamic programming; Filters; Parameter estimation; Reproducibility of results; Speckle; Thickness measurement; Ultrasonic imaging; Ultrasonic variables measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1747-6
Electronic_ISBN :
978-1-4244-1748-3
Type :
conf
DOI :
10.1109/ICBBE.2008.994
Filename :
4535874
Link To Document :
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