stanfordmlgroup / Auto-Generate-WLsLinks
Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation" - MIDL 2024
☆11Updated last year
Alternatives and similar repositories for Auto-Generate-WLs
Users that are interested in Auto-Generate-WLs are comparing it to the libraries listed below
Sorting:
- CirrMRI600+: Large Scale MRI Collection and Segmentation of Cirrhotic Liver☆19Updated 4 months ago
- PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy☆31Updated 9 months ago
- ☆82Updated 2 weeks ago
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆29Updated last month
- Evaluating DINOv2 for Radiology☆61Updated 3 months ago
- [MIDL 2024] Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models☆63Updated 9 months ago
- [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …☆70Updated last month
- ☆20Updated 6 months ago
- Official implementation of "EchoTracker: Advancing Myocardial Point Tracking in Echocardiography". (MICCAI 2024)☆47Updated 10 months ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆20Updated last year
- From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation.☆18Updated last week
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆28Updated last year
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆35Updated 2 years ago
- ☆23Updated last year
- ☆45Updated last year
- ☆16Updated last year
- The repo of the paper: Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medic…☆11Updated 2 years ago
- [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation☆22Updated last year
- ☆22Updated 11 months ago
- [ISBI 2024] DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation☆34Updated last year
- Multi-task UNet for medical image classification and saliency prediction☆14Updated 3 years ago
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆36Updated last year
- ☆45Updated 8 months ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Updated 10 months ago
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆143Updated 3 months ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆52Updated last year
- Repository for the Universal Lesion Segmentation Challenge '23☆37Updated 4 months ago
- ☆48Updated last year
- Interactive Medical Image Segmentation☆59Updated last year
- [arXiv'24] EVA-X: A foundation model for general chest X-ray analysis with self-supervised learning☆71Updated last year