tufts-ml / SSL-vs-SSL-benchmarkLinks
Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images
☆24Updated last month
Alternatives and similar repositories for SSL-vs-SSL-benchmark
Users that are interested in SSL-vs-SSL-benchmark are comparing it to the libraries listed below
Sorting:
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆52Updated 2 years ago
- ☆21Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated last year
- ☆24Updated 2 years ago
- ☆23Updated 10 months ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆64Updated 11 months ago
- [MICCAI'19] Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion☆42Updated 4 years ago
- accepted by MICCAI2024☆44Updated last year
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆78Updated last year
- CVPR 2024 (Highlight)☆144Updated last year
- ☆27Updated 10 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆40Updated 3 years ago
- ☆103Updated 6 months ago
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆58Updated last year
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆125Updated 8 months ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆57Updated last year
- [MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation☆23Updated last year
- [IEEE-JBHI'2024] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation☆25Updated last year
- ☆48Updated last year
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆71Updated last year
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆48Updated last year
- ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"☆56Updated last year
- code for our work: RFNet for Incomplete Multi-modal Brain Tumor Segmentation☆57Updated 3 years ago
- Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.☆36Updated 2 years ago
- [TNNLS'25] [MICCAI'24] A Parameter and Memory Efficient Transfer Learning Method☆34Updated 3 months ago
- The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities☆23Updated 3 years ago
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Updated 2 years ago
- ☆31Updated 7 months ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆28Updated 2 years ago