StefanoWoerner / medimeta-pytorchView external linksLinks
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.
☆44May 9, 2024Updated 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:
- A PyTorch Toolbox for Cross-Domain Few-Shot Learning and Meta-Learning☆12Mar 14, 2024Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"☆19Oct 19, 2023Updated 2 years ago
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Apr 29, 2023Updated 2 years ago
- Advances in recent large vision language models (LVLMs)☆15Sep 23, 2024Updated last year
- （MICCAI-2025) MedDiff-FT: Data-Efficient Diffusion Model Fine-tuning with Structural Guidance for Controllable Medical Image Synthesis☆16Jul 11, 2025Updated 7 months ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated 11 months ago
- [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models☆15Nov 1, 2024Updated last year
- This is the official pytorch implementation of DIS-SAM.☆19Nov 18, 2025Updated 2 months ago
- Exploratory data analysis of the Hospital Italiano de Buenos Aires Skin Lesions dataset shared through the ISIC Archive. The dataset is a…☆15Sep 6, 2023Updated 2 years ago
- Official implementation of DiffMix (MICCAI 2023)☆16Nov 27, 2024Updated last year
- Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'☆18Jun 22, 2022Updated 3 years ago
- This is a code demo for the paper "Cross-Domain Few-shot Hyperspectral Image Classification with Cross-Modal Alignment and Supervised Con…☆19Jul 9, 2025Updated 7 months ago
- ☆35Apr 15, 2025Updated 10 months ago
- ☆46Nov 12, 2025Updated 3 months ago
- The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …☆138Dec 3, 2025Updated 2 months ago
- Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models☆44Oct 10, 2024Updated last year
- ☆18May 16, 2024Updated last year
- LLM powered AI multi agent platform that coordinate global to individual health through scaling each layer of healthcare☆24May 8, 2024Updated last year
- ☆29Oct 8, 2024Updated last year
- Diffusion-based Data Augmentation for Nuclei Image Segmentation☆25Dec 5, 2024Updated last year
- ☆23Jul 26, 2024Updated last year
- [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models☆32Mar 23, 2025Updated 10 months ago
- [ECCV 2024] Official Implementation of "OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding"☆60Jul 5, 2025Updated 7 months ago
- [EMNLP 2024] Official code repository of paper titled "PALM: Few-Shot Prompt Learning for Audio Language Models" accepted in EMNLP 2024 c…☆29Dec 22, 2024Updated last year
- Official code repository of paper titled "Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Visio…☆31May 11, 2025Updated 9 months ago
- (BMVC 2022--Oral) Official repository for "Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations" …☆34Jan 8, 2023Updated 3 years ago
- PIE: Simulating Disease Progression via Progressive Image Editing☆29Oct 19, 2023Updated 2 years ago
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆69Apr 10, 2023Updated 2 years ago
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"☆32Jun 11, 2024Updated last year
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆131Mar 5, 2025Updated 11 months ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆206Aug 9, 2025Updated 6 months ago
- Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for S…☆35Dec 8, 2022Updated 3 years ago
- Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods☆42Apr 15, 2024Updated last year
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆30Nov 11, 2024Updated last year
- Code for "Enhancing In-context Learning via Linear Probe Calibration"☆37Apr 24, 2024Updated last year
- ☆37Jun 20, 2025Updated 7 months ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆71Jun 1, 2025Updated 8 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆32Apr 17, 2024Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Jun 8, 2023Updated 2 years ago