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  1. HistoSeg HistoSeg Public

    HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This…

    Python 24 4

  2. ReN-UNet ReN-UNet Public

    ReN-UNet - Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion - 5th International Conference on Medical Imaging and Compu…

    Python 2

  3. MCADS-Decoder MCADS-Decoder Public

    Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention - Accepted in CVPR 2025

    Python 49 1

  4. histosegplusplus histosegplusplus Public

    HistoSeg++: Delving deeper with attention and multiscale feature fusion for biomarker segmentation. Accepted in 12th International Conference on Biomedical and Bioinformatics Engineering (ICBBE 2025)

    Jupyter Notebook 1