tiffany9056 / UU-MambaLinks
We introduce a new model UU-Mamba for segmenting cardiac MRI images. The model combines the U-Mamba model, an uncertainty-aware loss function, and the SAM optimizer.
☆38Updated 7 months ago
Alternatives and similar repositories for UU-Mamba
Users that are interested in UU-Mamba are comparing it to the libraries listed below
Sorting:
- A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation☆49Updated 2 years ago
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆54Updated last month
- [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …☆114Updated 11 months ago
- ☆62Updated last year
- The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."☆41Updated 2 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆77Updated last week
- ☆37Updated last year
- ☆91Updated 9 months ago
- ☆13Updated 2 years ago
- The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"☆32Updated last year
- [ECCV2024] AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking. Official Pytorch Implementation of An…☆35Updated last year
- UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation☆19Updated 9 months ago
- Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder☆51Updated last year
- ☆45Updated 11 months ago
- Offical code for "E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation"☆23Updated last year
- ☆36Updated last year
- [ISBI 2023] Official Pytorch implementation of "CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network"☆87Updated 11 months ago
- A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation☆66Updated last year
- The code for Bi-JROS.☆33Updated 7 months ago
- ☆34Updated last year
- A Light-weight and Multi-scale Network for Medical Image Segmentation☆29Updated 5 months ago
- ☆22Updated 2 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆75Updated 2 years ago
- ☆28Updated last year
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆40Updated 2 years ago
- 【MICCAI 2024, Early Accept】Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models☆30Updated last year
- This code is implementation of MICCAI 2024 "Robust Semi-Supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration…☆49Updated 6 months ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆57Updated last year
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Updated 2 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 3 years ago