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What is: UNet Transformer?

SourceUNETR: Transformers for 3D Medical Image Segmentation
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

UNETR, or UNet Transformer, is a Transformer-based architecture for medical image segmentation that utilizes a pure transformer as the encoder to learn sequence representations of the input volume -- effectively capturing the global multi-scale information. The transformer encoder is directly connected to a decoder via skip connections at different resolutions like a U-Net to compute the final semantic segmentation output.