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ANATOMY SEGMENTATION THROUGH LOW-RESOLUTION MULTI-ATLAS LABEL FUSION AND CORRECTIVE LEARNING
ANATOMY SEGMENTATION THROUGH LOW-RESOLUTION MULTI-ATLAS LABEL FUSION AND CORRECTIVE LEARNING
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机译:低分辨率多阿特拉斯标签融合和矫正学习的解剖分离
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摘要
Computationally efficient anatomy segmentation through low-resolution multi-atlas label fusion and corrective learning is provided. In some embodiments, an input image is read. The input image has a first resolution. The input image is downsampled to a second resolution lower than the first resolution. The downsampled image is segmented into a plurality of labeled anatomical segments. Error correction is applied to the segmented image to generate an output image. The output image has the first resolution.
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