djene-mengistu / UAPS
This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.
☆13Updated last year
Alternatives and similar repositories for UAPS:
Users that are interested in UAPS are comparing it to the libraries listed below
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 2 years ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 2 years ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆49Updated last year
- ☆44Updated last year
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆23Updated last year
- ☆24Updated 5 months ago
- The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"☆29Updated 8 months ago
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆39Updated last year
- The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."☆40Updated last year
- ☆41Updated last year
- ☆28Updated 2 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆13Updated 3 years ago
- ☆31Updated 9 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆18Updated last year
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆58Updated 4 months ago
- ☆14Updated last year
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆52Updated 10 months ago
- ☆28Updated 4 months ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- MICCAI 2022 : Lesion-aware Dynamic Kernel for Polyp Segmentation (Pytorch implementation).☆16Updated 2 years ago
- ☆11Updated last year
- ☆16Updated last year
- We introduce a new model UU-Mamba for segmenting cardiac MRI images. The model combines the U-Mamba model, an uncertainty-aware loss func…☆29Updated 7 months ago
- [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation☆21Updated last year
- The code of ours paper "Uncertainty-aware Pseudo-label and Consistency for Semi-supervised Medical Image Segmentation"☆13Updated 2 years ago
- The code for 'COVID-19 Lung Infection Segmentation with A Novel Two-Stage Cross-Domain Transfer Learning Framework'☆11Updated 3 years ago
- ☆29Updated 8 months ago
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆24Updated last year
- Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study☆11Updated last year
- [IJCAI' 22] Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.☆24Updated 2 years ago