HiLab-git / WSL4MISLinks
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
☆235Updated 2 years ago
Alternatives and similar repositories for WSL4MIS
Users that are interested in WSL4MIS are comparing it to the libraries listed below
Sorting:
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆205Updated last year
- ☆295Updated 2 years ago
- ☆76Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆73Updated last year
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆100Updated 3 years ago
- Domain Adaptation and Generalization for Medical Image Analysis☆149Updated last year
- ☆78Updated 3 years ago
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆170Updated last year
- 2018 Left Atrium Segmentation (MRI)☆42Updated 2 years ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆187Updated 2 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆329Updated 3 years ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆144Updated last year
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Updated 5 years ago
- [MICCAI 2023] Liver Lesion Diagnosis Challenge on Multi-phase MRI☆108Updated last year
- ☆57Updated 3 years ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆215Updated 2 months ago
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆175Updated 2 years ago
- List shared papers in our group☆64Updated last year
- Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"☆154Updated last year
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆307Updated last year
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆372Updated last week
- a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for M…☆44Updated 11 months ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆80Updated 2 years ago
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆133Updated 2 years ago
- A PyTorch framework for medical image segmentation☆340Updated last year
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆60Updated 11 months ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆109Updated last year
- Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge☆200Updated 2 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆58Updated last year
- UNet for brain tumor segmentation☆111Updated 2 years ago