krishnabits001 / domain_specific_cl
Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"
☆182Updated 3 years ago
Alternatives and similar repositories for domain_specific_cl:
Users that are interested in domain_specific_cl are comparing it to the libraries listed below
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆110Updated 5 years ago
- ☆192Updated 3 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆293Updated 5 years ago
- ☆67Updated 2 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆80Updated 5 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆126Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated 2 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆174Updated 4 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆263Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!☆168Updated last year
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆184Updated last year
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆305Updated 3 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 3 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆101Updated last year
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆282Updated 6 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆134Updated 4 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆59Updated 7 months ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- [MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation☆307Updated 7 months ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆49Updated 3 years ago
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆98Updated 2 years ago