EndoluminalSurgicalVision-IMR / Medical-SSLLinks
[MedIA 2023] The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"
☆31Updated last year
Alternatives and similar repositories for Medical-SSL
Users that are interested in Medical-SSL are comparing it to the libraries listed below
Sorting:
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆70Updated last year
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆72Updated last year
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆75Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆109Updated 3 years ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆42Updated last year
- ☆71Updated last year
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆105Updated last year
- ☆77Updated last year
- ☆68Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆65Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- ☆15Updated 4 months ago
- ☆19Updated last year
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 6 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆48Updated last year
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆36Updated 2 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆59Updated last year
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆90Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated 10 months ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Updated last year
- Pytorch implementation of BiomedCLIP vision model with LoRA tuning☆43Updated 2 years ago
- ☆20Updated 2 years ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 4 years ago
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆23Updated 3 years ago
- ☆18Updated 2 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 3 years ago
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆31Updated last year
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated last year
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆28Updated last year