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Example representing the failure of existing segmentation methods: a 2D slice containing solid nodule, b using the method of Kuhnigk et al., c using the method of Moltz et al., d using the method of Kubota et al., and e using proposed method. The ground truth is indicated by red contours (
) and the segmented nodule is indicated by green contours (
) in the 2D slices
