Abstract: The recent progress in semantic point cloud segmentation is attributed to deep networks, which require a large amount of point cloud data for training. However, how to collect substantial ...
Background: 3D medical image segmentation is a cornerstone for quantitative analysis and clinical decision-making in various modalities. However, acquiring high-quality voxel-level annotations is both ...
The increase in early-onset cancers is not necessarily due to a rise in clinically meaningful cancers, researchers argued, but may be due to increased diagnostic scrutiny and overdiagnosis. Of the ...
Abstract: Few-shot segmentation (FSS) techniques enhance pixel-level interpretation of unseen classes while reducing reliance on extensive labeled data. However, FSS still faces significant ...
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