A user interactive method for measuring lateral ventricle width in neonates

P. Mondal, J. Mukhopadhyay, S. Sural, A. K. Majumdar, A. Biswas, A. Singh, S. Mukherjee
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引用次数: 1

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.
一种用于测量新生儿侧脑室宽度的用户交互方法
脑室肿大是胎儿中枢神经系统发育异常的最敏感标志之一。因此,侧脑室大小的评估已成为新生儿常规神经系统评估的重要组成部分。我们提出了一种方法来测量侧脑室的宽度在足月和早产儿从冠状视图的脑超声图像。根据超声图像,执行以下步骤。1)对超声图像进行预处理,降低散斑噪声。2)从原始图像中提取感兴趣区域。3)对包含侧脑室和透明隔腔(CSP)的图像进行分割。4)标记侧脑室和CSP。5)形态学操作平滑侧脑室边界,填充腔体。6)利用所提出的图像处理方法测量侧脑室宽度。
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