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Detection of the lesion in the ultrasonic picture and taxonomic method, and its system

机译:超声图像中病灶的检测及分类方法及其系统

摘要

A method for determining a candidate lesion region within an ultrasound image. The method includes the steps of: accessing a digital ultrasound image of anatomical tissue; segmenting spatially contiguous pixels in the ultrasound image into a plurality of regions in accordance with substantially similar intensity values and spatial smoothness constraints; and selecting, from the plurality of regions, one or more candidate lesion regions having an intensity value lower than a pre-determined intensity value. In one arrangement, the one or more candidate lesion region is classified into at least one of the following classes: benign, malignant, or unknown.
机译:一种用于确定超声图像内的候选病变区域的方法。该方法包括以下步骤:访问解剖组织的数字超声图像;以及根据基本相似的强度值和空间平滑度约束,将超声图像中的空间连续像素分割为多个区域;从多个区域中,选择强度值小于预定强度值的一个或多个候选病变区域。在一种布置中,一个或多个候选病变区域被分类为以下类别中的至少一种:良性,恶性或未知。

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