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
☆10Updated 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 3 months ago
- PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy☆31Updated 7 months ago
- ☆17Updated 5 months ago
- [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …☆68Updated last week
- From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation.☆16Updated 2 weeks ago
- ☆67Updated last week
- [MIDL 2024] Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models☆61Updated 8 months ago
- ☆23Updated last year
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆20Updated last year
- QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation☆12Updated 5 months ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆13Updated 9 months ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆51Updated last year
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆27Updated last year
- [ISBI 2025] XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational…☆14Updated last month
- DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model☆35Updated 6 months ago
- Repository for the Universal Lesion Segmentation Challenge '23☆36Updated 2 months ago
- ☆45Updated 7 months ago
- 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
- ☆19Updated 10 months ago
- Evaluating DINOv2 for Radiology☆61Updated 2 months ago
- ☆48Updated last year
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆35Updated 2 years ago
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆140Updated last month
- Data & Code for FEDD published @ MICCAI 23☆12Updated last year
- ☆15Updated last year
- Multi-task UNet for medical image classification and saliency prediction☆13Updated 3 years ago
- [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation☆22Updated last year
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆47Updated last week
- Official implementation of MedCLIP-SAMv2☆95Updated 2 weeks ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆10Updated 3 years ago