[ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning
☆25Nov 23, 2023Updated 2 years ago
Alternatives and similar repositories for SSL-contrastive
Users that are interested in SSL-contrastive are comparing it to the libraries listed below
Sorting:
- [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation☆22Nov 25, 2023Updated 2 years ago
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 2 years ago
- [MICCAI 2023] Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach☆22Oct 17, 2023Updated 2 years ago
- An Airflow-based pipeline that fetches data from a free API, cleans and transforms it, and saves it to a database—ready for downstream ma…☆16Mar 26, 2025Updated 11 months ago
- [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation☆26Oct 11, 2025Updated 5 months ago
- transnorm☆23Jul 30, 2022Updated 3 years ago
- Semi-Supervised-Learning☆14Nov 26, 2022Updated 3 years ago
- [MICCAI 2023] Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers☆29Dec 23, 2023Updated 2 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆29Sep 26, 2023Updated 2 years ago
- SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation (BMVC'23 -- Oral)☆19Dec 14, 2023Updated 2 years ago
- [MICCAI 2023] Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection☆18Oct 12, 2023Updated 2 years ago
- ☆44Oct 5, 2024Updated last year
- [IPMI'23 && MICCAI'23] ACTION Family: Anatomical Contrast Distillation for Semi-supervised Medical Image Segmentation☆27Dec 3, 2023Updated 2 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation☆89Jun 27, 2024Updated last year
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Feb 11, 2024Updated 2 years ago
- ☆54Jul 18, 2023Updated 2 years ago
- ☆14May 23, 2025Updated 9 months ago
- TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation☆88Dec 29, 2022Updated 3 years ago
- Contextual Attention Network: Transformer Meets U-Net☆95Mar 29, 2022Updated 3 years ago
- [WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation☆260Feb 7, 2024Updated 2 years ago
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆26Jun 27, 2023Updated 2 years ago
- Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆14Aug 15, 2023Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆68May 14, 2024Updated last year
- ☆45Oct 4, 2023Updated 2 years ago
- [WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings☆50Jan 16, 2025Updated last year
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- Complementary consistency semi-supervised learning for 3D left atrial image segmentation☆17Aug 23, 2023Updated 2 years ago
- ☆15Jul 15, 2023Updated 2 years ago
- ☆13Apr 21, 2023Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆73May 9, 2024Updated last year
- Dual-domain attention-guided low-dose CBCT reconstruction☆10Jun 17, 2022Updated 3 years ago
- ☆14Jul 2, 2024Updated last year
- This is the official implementation of "An optimized two-stage cascaded deep neural network for adrenal segmentation on CT images".☆11Apr 13, 2023Updated 2 years ago
- 使用Pytorch实现2D-UNet和UNet++(NestedUNet)对Chaos、Promise12两个个数据集进行分割☆25Dec 10, 2020Updated 5 years ago
- ☆20Dec 8, 2022Updated 3 years ago
- [IEEE TIM 2024] Partition A Medical Image: Extracting Multiple Representative Sub-Regions for Few-shot Medical Image Segmentation☆18Oct 10, 2024Updated last year
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 2 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Sep 5, 2023Updated 2 years ago