Weight Pruning-UNet: Weight Pruning UNet with Depth-wise Separable Convolutions for Semantic Segmentation of Kidney Tumors.

Patike Kiran Rao,Subarna Chatterjee, Sreedhar Sharma

Journal of medical signals and sensors（2022）

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摘要

The results confirm that the proposed architecture is smaller than that of UNet, involves less computational complexity, and yields good accuracy, indicating its potential applicability in kidney tumor imaging.

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关键词

Depth-wise separable convolution,kidney,kidney tumor segmentation,pruning,weight pruning-UNet

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