StefanoWoerner / medimeta-pytorchLinks
The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides code for working with the MIMeta Dataset as well as simple baselines.
☆41Updated last year
Alternatives and similar repositories for medimeta-pytorch
Users that are interested in medimeta-pytorch are comparing it to the libraries listed below
Sorting:
- ☆43Updated 3 months ago
- Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"☆65Updated last year
- ☆21Updated 2 weeks ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆68Updated 6 months ago
- ☆68Updated 11 months ago
- Pytorch implementation of BiomedCLIP vision model with LoRA tuning☆37Updated 2 years ago
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆35Updated 2 years ago
- ☆17Updated last month
- ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"☆47Updated 11 months ago
- This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.☆21Updated 10 months ago
- Repository for "Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning" (MICCAI2023)☆18Updated last year
- PyTorch implementation of GCMAE☆36Updated 10 months ago
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆10Updated 7 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆38Updated 3 weeks ago
- [In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than …☆15Updated last year
- [CVPR 2025] Official implementation of BiomedCoOp☆45Updated 2 months ago
- AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, and generate…☆72Updated this week
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 2 months ago
- MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic i…☆24Updated 5 months ago
- ☆27Updated 7 months ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆70Updated 10 months ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆69Updated last month
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆36Updated 2 years ago
- ☆12Updated last year
- ☆25Updated 2 months ago
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆76Updated last year
- SI-MIL☆25Updated 5 months ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago