ShinkaiZ / CLCC-semi
ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.
☆47Updated 2 years ago
Alternatives and similar repositories for CLCC-semi:
Users that are interested in CLCC-semi are comparing it to the libraries listed below
- ☆34Updated 3 years ago
- ☆54Updated 2 years ago
- ☆44Updated last year
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆50Updated 3 years ago
- ☆42Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆60Updated 11 months ago
- ☆29Updated 2 years ago
- ☆28Updated 7 months ago
- official implementation of rectified contrastive pseudo supervision☆66Updated 11 months ago
- The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"☆31Updated 10 months ago
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆13Updated last year
- [PRCV 2021] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆26Updated 3 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆25Updated last year
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆61Updated 6 months ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆14Updated 2 years ago
- Code for paper "Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting".☆20Updated 2 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 2 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆74Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆51Updated last year
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆96Updated 2 years ago
- This repository contains a PyTorch implementation of the MICCAI 2021 paper "Superpixel-guided Iterative Learning from Noisy Labels for Me…☆44Updated 2 years ago
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆32Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆58Updated 3 years ago
- The code of ours paper "Uncertainty-aware Pseudo-label and Consistency for Semi-supervised Medical Image Segmentation"☆14Updated 3 years ago
- ☆39Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆57Updated 3 years ago
- ☆13Updated 2 years ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆54Updated last year
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆25Updated last year