From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation.
☆22Sep 11, 2025Updated 5 months ago
Alternatives and similar repositories for nnUZoo
Users that are interested in nnUZoo are comparing it to the libraries listed below
Sorting:
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆21Nov 17, 2024Updated last year
- ☆27Feb 19, 2026Updated 2 weeks ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Nov 1, 2024Updated last year
- [MedIA 2025] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation☆40Aug 10, 2025Updated 7 months ago
- ☆19Mar 15, 2025Updated 11 months ago
- 可视化 网页版 nnUNet 用户界面 GUI☆26Feb 14, 2024Updated 2 years ago
- Code for EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices☆35May 1, 2025Updated 10 months ago
- Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution☆19Nov 20, 2023Updated 2 years ago
- ☆16Jul 28, 2020Updated 5 years ago
- ☆21Feb 28, 2025Updated last year
- [MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation☆24Oct 10, 2024Updated last year
- [MedIA 2026] Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation☆28Feb 16, 2026Updated 3 weeks ago
- Bilingual Medical Mixture of Experts LLM☆32Nov 23, 2024Updated last year
- [CVPR 2025] EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance☆41Apr 18, 2025Updated 10 months ago
- [BIBM 2024] SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation☆25Mar 27, 2025Updated 11 months ago
- Slicer modules that support web services and web applications☆26May 22, 2023Updated 2 years ago
- ☆26Dec 1, 2025Updated 3 months ago
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆65Jan 30, 2026Updated last month
- [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…☆70Oct 2, 2025Updated 5 months ago
- ☆43Jan 31, 2026Updated last month
- Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "☆60Jan 19, 2025Updated last year
- [ICCV 2025] Dataset of 10,135 abdominal CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in…☆52Nov 3, 2025Updated 4 months ago
- [TPAMI 2025] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors☆243Jan 13, 2026Updated last month
- [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"☆88Dec 13, 2024Updated last year
- Inference code for HoVer-NeXt☆46Oct 26, 2025Updated 4 months ago
- PyTorch implementation for "Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation"☆10Apr 11, 2024Updated last year
- ☆12May 24, 2023Updated 2 years ago
- demo and pre-trained weight of AANet --- a dense descriptor for image matching.☆10Jan 9, 2024Updated 2 years ago
- [MICCAI 2024] Region Attention Transformer for Medical Image Restoration.☆41Nov 1, 2024Updated last year
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆37Oct 2, 2023Updated 2 years ago
- ☆44Apr 22, 2025Updated 10 months ago
- Federated Learning framework extending the nnUNet☆15Nov 6, 2025Updated 4 months ago
- Synthetic histology using GANs, for deep learning model explainability and trainee education.☆16Jan 5, 2024Updated 2 years ago
- ☆13May 17, 2025Updated 9 months ago
- ☆10Nov 5, 2022Updated 3 years ago
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆11Apr 29, 2024Updated last year
- Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorec…☆11Feb 18, 2024Updated 2 years ago
- A simple wrapper for python-bioformats to convert .vsi CellSense format to TIFF.☆12Apr 9, 2022Updated 3 years ago
- Code to BraTS 2023 challenge.☆14May 5, 2025Updated 10 months ago