Abstract: Accurate spine segmentation is crucial for diagnosing and treating various spine diseases. Recently, Mamba-based methods have been widely applied in medical image segmentation. However, the ...
Abstract: In recent years, deep learning technology has automated the diagnosis of gastrointestinal (GI) tract disease, enabling doctor-machine collaborative diagnosis. However, the images captured by ...
Overview of VeloxSeg. VeloxSeg employs an encoder-decoder architecture with Paired Window Attention (PWA) and Johnson-Lindenstrauss lemma-guided convolution (JLC) on the left, using 1x1 convolution as ...
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