A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans

MICCAI, pp. 693-701, 2017.

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Abstract:

Deep neural networks have been widely adopted for automatic organ segmentation from abdominal CT scans. However, the segmentation accuracy of some small organs (e.g., the pancreas) is sometimes below satisfaction, arguably because deep networks are easily disrupted by the complex and variable background regions which occupies a large frac...More

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