DocumentCode :
2781564
Title :
A user interactive method for measuring lateral ventricle width in neonates
Author :
Mondal, P. ; Mukhopadhyay, J. ; Sural, S. ; Majumdar, A.K. ; Biswas, A. ; Singh, A. ; Mukherjee, S.
Author_Institution :
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol., Kharagpur, India
fYear :
2010
fDate :
16-18 Dec. 2010
Firstpage :
300
Lastpage :
304
Abstract :
Ventriculomegaly is one of the most sensitive markers for abnormal development of the fetal central nervous system. So assessment of the size of lateral ventricles has become an important part of routine neurological assessment in neonates. We have proposed a method for measuring the width of lateral ventricles in term and preterm neonates from the coronal view of their brain ultrasound images. Based on the ultrasound image, the following steps are performed. 1) Ultrasound image is preprocessed to reduce the speckle noise. 2) The region of interest is extracted from the original image. 3) The image containing lateral ventricles and cavum septum pellucidum (CSP) is segmented. 4) Lateral ventricles and CSP are labeled. 5) Morphological operations are done to smooth the boundaries of lateral ventricles and to fill the cavities. 6) Lateral ventricle width is measured by means of the proposed image processing method.
Keywords :
biomedical ultrasonics; brain; image segmentation; interactive systems; medical image processing; neurophysiology; obstetrics; brain ultrasound images; cavum septum pellucidum; feature extraction; fetal central nervous system; image processing; image segmentation; lateral ventricle width measurement; neonates; neurological assessment; region of interest; speckle noise; user interactive method; ventriculomegaly; Biomedical imaging; Image segmentation; Noise; Pediatrics; Speckle; Ultrasonic imaging; Ultrasonic variables measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems in Medicine and Biology (ICSMB), 2010 International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-61284-039-0
Type :
conf
DOI :
10.1109/ICSMB.2010.5735391
Filename :
5735391
Link To Document :
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