YijinHuang / SSiT
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading
☆23Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for SSiT
- Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation☆43Updated 11 months ago
- ☆49Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆99Updated 3 months ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆28Updated 2 years ago
- ☆41Updated last year
- The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.☆113Updated 8 months ago
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆101Updated 11 months ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated last year
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆89Updated 2 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆69Updated 11 months ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆45Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆52Updated 6 months ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆20Updated 5 months ago
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆32Updated 2 years ago
- TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]☆67Updated 2 years ago
- ☆40Updated last year
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆45Updated last year
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆47Updated 3 years ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆53Updated 2 weeks ago
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation☆37Updated last year
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆68Updated last month
- [TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images☆39Updated last month
- Multi-scale Transformer Network for Cross-Modality MR Image Synthesis (IEEE TMI)☆32Updated 10 months ago
- Interactive Medical Image Segmentation☆58Updated 3 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆114Updated 7 months ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆46Updated 11 months ago
- This is the official code of the paper "Few Shot Medical Image Segmentation with Cross Attention Transformer"☆44Updated last year
- ☆11Updated 3 weeks ago