EfficientMedNeXt

Official repository of MICCAI 2025 highlight paper EfficientMedNeXt: Multi-Receptive Dilated Convolutions for Medical Image Segmentation paper code
Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

The University of Texas at Austin

🔍 Check out our CVPR 2025 paper! EffiDec3D

🔍 Check out our CVPR 2024 paper! EMCAD

🔍 Check out our CVPRW 2024 paper! PP-SAM

🔍 Check out our WACV 2024 paper! G-CASCADE

🔍 Check out our MIDL 2023 paper! MERIT

🔍 Check out our WACV 2023 paper! CASCADE

Update

🚀 September 20, 2025: Code released for EfficientMedNeXt paper!!!

Acknowledgement

We are very grateful for these excellent works monai, EffiDec3D, 3D UX-Net, SwinUNETR, and MedNeXt, which have provided the basis for our framework.

Citations

@inproceedings{rahman2025efficientmednext,
  title={EfficientMedNeXt: Multi-receptive Dilated Convolutions for Medical Image Segmentation},
  author={Rahman, Md Mostafijur and Munir, Mustafa and Marculescu, Radu},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={196--206},
  year={2025},
  organization={Springer}
}