Schuture / Meta-USCLLinks
[IEEE TMI] Meta UltraSound Contrastive Learning (Meta-USCL)
☆21Updated 2 years ago
Alternatives and similar repositories for Meta-USCL
Users that are interested in Meta-USCL are comparing it to the libraries listed below
Sorting:
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 3 years ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆15Updated last year
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Updated last year
- Code for paper 'MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI'☆12Updated 3 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆59Updated 4 years ago
- A python (PyTorch) implementation of Polar Transform Network (PTN) method for prostate ultrasound segmentation☆13Updated last year
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Updated 4 years ago
- DG-TTA☆15Updated 7 months ago
- Code for [MICCAI 2022] Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Ima…☆29Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Updated 4 years ago
- ☆29Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 6 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆23Updated 2 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆27Updated 3 years ago
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆51Updated last year
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆37Updated 2 years ago
- [MedIA'21] Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images☆15Updated 2 years ago
- ☆18Updated 3 years ago
- [MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical Diagnosis☆17Updated 3 years ago
- A deep semi-supervised method (UATS) for medical segmentation☆14Updated last year
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Updated last year
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆13Updated last year
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆75Updated 2 years ago
- ☆31Updated 2 years ago
- The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with S…☆15Updated 2 months ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆64Updated 3 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆20Updated last year
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Updated 2 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆43Updated 2 years ago