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## Medical Image Detection and Segmentation

![Section Papers](https://img.shields.io/badge/Section%20Papers-45-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-soon-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-soon-1D7FBF) ![Papers with Video](https://img.shields.io/badge/Papers%20with%20Video-0-FF0000)
![Section Papers](https://img.shields.io/badge/Section%20Papers-45-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-15-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-11-1D7FBF) ![Papers with Video](https://img.shields.io/badge/Papers%20with%20Video-0-FF0000)

| **Title** | **Repo** | **Paper** | **Video** |
|-----------|:--------:|:---------:|:---------:|
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| Model-based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation | [![GitHub](https://img.shields.io/github/stars/nicetomeetu21/MLD?style=flat)](https://github.com/nicetomeetu21/MLD) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10448431-E4A42C.svg)](https://ieeexplore.ieee.org/document/10448431) | :heavy_minus_sign: |
| Hybrid Module with Multiple Receptive Fields and Self-Attention Layers for Medical Image Segmentation | [![GitHub](https://img.shields.io/github/stars/cicailalala/AERFNet?style=flat)](https://github.com/cicailalala/AERFNet) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10445854-E4A42C.svg)](https://ieeexplore.ieee.org/document/10445854) | :heavy_minus_sign: |
| Single-Source Domain Generalization in Fundus Image Segmentation via Moderating and Interpolating Input Space Augmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447741-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447741) | :heavy_minus_sign: |
| YOLO-Med: Multi-Task Interaction Network for Biomedical Images | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446165-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446165) | :heavy_minus_sign: |
| Improving Limited Supervised Foot Ulcer Segmentation using Cross-Domain Augmentation Strategies | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446498-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446498) | :heavy_minus_sign: |
| FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10445902-E4A42C.svg)](https://ieeexplore.ieee.org/document/10445902) | :heavy_minus_sign: |
| Learn from Zoom: Decoupled Supervised Contrastive Learning for WCE Image Classification | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446260-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446260) | :heavy_minus_sign: |
| Gland Segmentation via Dual Encoders and Boundary-Enhanced Attention | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447267-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447267) | :heavy_minus_sign: |
| Semi-Supervised Volumetric Medical Image Segmentation via Class Prototype Guided Distribution-Aligned Representation Learning | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446473-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446473) | :heavy_minus_sign: |
| CC-DA: Cross-Domain Consistency Data Augmentation for 3D Tumor Segmentation | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446129-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446129) | :heavy_minus_sign: |
| An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447708-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447708) | :heavy_minus_sign: |
| Distribution-Aware Contrastive Learning for Robust Medical Image Segmentation | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446000-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446000) | :heavy_minus_sign: |
| Texture-Unet: A Texture-Aware Network for Bone Marrow Smear Whole-Slide Image Region of Interest Segmentation | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447261-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447261) | :heavy_minus_sign: |
| EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10448142-E4A42C.svg)](https://ieeexplore.ieee.org/document/10448142) | :heavy_minus_sign: |
| Domain Generalization with Fourier Transform and Soft Thresholding | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446303-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446303) | :heavy_minus_sign: |
| Shifted-Rectangle-Window based Transformer for non-Displaced Femoral Neck Fracture Diagnosis | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446085-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446085) | :heavy_minus_sign: |
| Contrmix: Progressive Mixed Contrastive Learning for Semi-Supervised Medical Image Segmentation | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447013-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447013) | :heavy_minus_sign: |
| Multi-Task Self-Supervised Learning for Medical Image Segmentation | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447330-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447330) | :heavy_minus_sign: |
| Delineation of Prostate Cancer via Enhanced AI-based Algorithm in Ultrasound Images | | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446346-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446346) | :heavy_minus_sign: |
| YOLO-Med: Multi-Task Interaction Network for Biomedical Images | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446165-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446165) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2403.00245-b31b1b.svg)](https://arxiv.org/abs/2403.00245) | :heavy_minus_sign: |
| Improving Limited Supervised Foot Ulcer Segmentation using Cross-Domain Augmentation Strategies | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446498-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446498) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2401.08422-b31b1b.svg)](https://arxiv.org/abs/2401.08422) | :heavy_minus_sign: |
| FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10445902-E4A42C.svg)](https://ieeexplore.ieee.org/document/10445902) | :heavy_minus_sign: |
| Learn from Zoom: Decoupled Supervised Contrastive Learning for WCE Image Classification | [![GitHub](https://img.shields.io/github/stars/Qiukunpeng/DSCL?style=flat)](https://github.com/Qiukunpeng/DSCL) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446260-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446260) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2401.05771-b31b1b.svg)](https://arxiv.org/abs/2401.05771) | :heavy_minus_sign: |
| Gland Segmentation via Dual Encoders and Boundary-Enhanced Attention | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447267-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447267) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2401.15990-b31b1b.svg)](https://arxiv.org/abs/2401.15990) | :heavy_minus_sign: |
| Semi-Supervised Volumetric Medical Image Segmentation via Class Prototype Guided Distribution-Aligned Representation Learning | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446473-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446473) | :heavy_minus_sign: |
| CC-DA: Cross-Domain Consistency Data Augmentation for 3D Tumor Segmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446129-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446129) | :heavy_minus_sign: |
| An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset | [![GitHub](https://img.shields.io/github/stars/nhjydywd/OCTA-FRNet?style=flat)](https://github.com/nhjydywd/OCTA-FRNet) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447708-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447708) | :heavy_minus_sign: |
| Distribution-Aware Contrastive Learning for Robust Medical Image Segmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446000-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446000) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2208.03808-b31b1b.svg)](https://arxiv.org/abs/2208.03808) | :heavy_minus_sign: |
| Texture-Unet: A Texture-Aware Network for Bone Marrow Smear Whole-Slide Image Region of Interest Segmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447261-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447261) | :heavy_minus_sign: |
| EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10448142-E4A42C.svg)](https://ieeexplore.ieee.org/document/10448142) | :heavy_minus_sign: |
| Domain Generalization with Fourier Transform and Soft Thresholding | [![GitHub](https://img.shields.io/github/stars/phy710/ICASSP2024-FDG-ST?style=flat)](https://github.com/phy710/ICASSP2024-FDG-ST) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446303-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446303) <br /> [![arXiv](https://img.shields.io/badge/arXiv-2309.09866-b31b1b.svg)](https://arxiv.org/abs/2309.09866) | :heavy_minus_sign: |
| Shifted-Rectangle-Window based Transformer for non-Displaced Femoral Neck Fracture Diagnosis | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446085-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446085) | :heavy_minus_sign: |
| Contrmix: Progressive Mixed Contrastive Learning for Semi-Supervised Medical Image Segmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447013-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447013) | :heavy_minus_sign: |
| Multi-Task Self-Supervised Learning for Medical Image Segmentation | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447330-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447330) | :heavy_minus_sign: |
| Delineation of Prostate Cancer via Enhanced AI-based Algorithm in Ultrasound Images | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446346-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446346) | :heavy_minus_sign: |

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