Apparatus and method for estimating malignant tumor
    11.
    发明授权
    Apparatus and method for estimating malignant tumor 有权
    用于估计恶性肿瘤的装置和方法

    公开(公告)号:US09282929B2

    公开(公告)日:2016-03-15

    申请号:US14031093

    申请日:2013-09-19

    Abstract: An apparatus for estimating a malignant tumor includes: a segmentor configured to segment a first medical image of an object into a first ROI including a mass and a second medical image of the object into a second ROI including a mass; an interest region determiner configured to acquire a first matched ROI and a second matched ROI, which is matched to the first matched ROI based on location information of the first ROI and the second ROI, respectively; a feature extractor configured to extract a similar feature indicating a degree of similarity between the first matched ROI and the second matched ROI, from the first matched ROI and the second matched ROI; and a classifier configured to generate malignant tumor information indicating whether the mass included in the first matched ROI and the second matched ROI is the malignant tumor, based on the extracted similar feature.

    Abstract translation: 用于估计恶性肿瘤的装置包括:分割器,被配置为将物体的第一医学图像分割成包括物体的质量和第二医学图像的第一ROI,包括质量的第二ROI; 感兴趣区域确定器,其被配置为分别基于所述第一ROI和所述第二ROI的位置信息来获取与所述第一匹配ROI匹配的第一匹配ROI和第二匹配ROI; 特征提取器,被配置为从所述第一匹配ROI和所述第二匹配ROI中提取指示所述第一匹配ROI和所述第二匹配ROI之间的相似度的类似特征; 以及分类器,其被配置为基于所提取的相似特征,生成指示包括在所述第一匹配ROI和所述第二匹配ROI中的质量是否为恶性肿瘤的恶性肿瘤信息。

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