We analyze the pros and cons of each module based on the unique characteristics of the data. To the best of our knowledge, we present the first exploration of combining Swin Transformer and ...

This paper proposes a hybrid CNN-transformer network called HCTSpeckle, an encoder-decoder network with a fusion block designed to enhance ultrasound images. The fusion block combines swin ...