发明名称 |
SYSTEM AND METHOD FOR DETECTION OF BREAST MASSES AND CALCIFICATIONS USING THE TOMOSYNTHESIS PROJECTION AND RECONSTRUCTED IMAGES |
摘要 |
A method of detecting breast masses and calcifications in digitized images, includes providing (10) a plurality of 2-dimensional (2D) digital X-ray projectional breast images acquired from different viewing angles, extracting (12) candidate lesions and 2D features from said 2D projectional images, computing spicularity characteristics of said candidate lesions, including location, periodicity, and amplitude, applying (13) learning algorithms to said candidate lesions to predict a probability of malignancy of said lesion, receiving from said learning algorithm a probability map of detections for each breast image, said detections comprising associating pixels with a probability of being associated with a malignancy, creating (14) a synthetic 2D slice for each X-ray image wherein malignant regions are indicated by ellipses on a non-malignant background, and constructing (15) a synthetic 3-dimensional (3D) image volume from said 2D synthetic slices |
申请公布号 |
WO2008002633(A3) |
申请公布日期 |
2008.04.17 |
申请号 |
WO2007US14983 |
申请日期 |
2007.06.26 |
申请人 |
SIEMENS MEDICAL SOLUTIONS USA, INC.;JEREBKO, ANNA;KRISHNAN, ARUN;ZHOU, XIANG |
发明人 |
JEREBKO, ANNA;KRISHNAN, ARUN;ZHOU, XIANG |
分类号 |
A61B6/00;A61B6/02;G06T7/00;G06T11/00 |
主分类号 |
A61B6/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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