Deep Learning, Artificial Intelligence, Medical Imaging, Image Segmentation, Transformers.
and obtain high-level features. The number of channels is doubled after each down-sampling block. A bottom block then aggregates global information and produces the output of the encoder. Correspondingly, the decoder uses two up-sampling blocks to recover the spatial sizes for the segmentation