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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 26 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 55 3

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

5. MedCAGD MedCAGD Public

   MedCAGD: Context-Aware Gated Decoder for Efficient Medical Image Segmentation - Accepted in ECCV 2026

   Python 10