Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Medical Image Analysis, pp. 1017662020.

被引用14|浏览97
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摘要

•A unified framework for semi-supervised medical image segmentation and domain adaptation.•A co-training type algorithm that enforces multi-view consistency as additional supervision.•Uncertainty for each view is estimated and weighted to generate reliable pseudo labels.•Superior semi-supervised segmentation performance on pancreas and mu...更多

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