TokenUNet: A new case for transformers integration in efficient and interpretable 3D UNets for brain imaging segmentation

Source: Plos.org· Louis Fabrice Tshimanga, Andrea Zanola, Federico Del Pup, Manfredo Atzori· August 5, 2026
TokenUNet: A new case for transformers integration in efficient and interpretable 3D UNets for brain imaging segmentation

We present TokenUNet, adopting the TokenLearner and TokenFuser modules to encase Transformers into UNets. While Transformers enable expressive global interactions among input elements in medical imaging, computational challenges hinder their deployment on com…

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