[MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.
☆186Nov 27, 2025Updated 7 months ago
Alternatives and similar repositories for FLAIR
Users that are interested in FLAIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆102May 21, 2024Updated 2 years ago
- RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports☆70Jan 30, 2026Updated 5 months ago
- ☆84Mar 13, 2026Updated 3 months ago
- Vision Foundation Models for Medical AI, including RETFound, DINOv2, DINOv3☆647Nov 30, 2025Updated 7 months ago
- ☆62Jul 9, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆46Aug 27, 2025Updated 10 months ago
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆44Oct 15, 2025Updated 8 months ago
- SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the per…☆31Jul 11, 2024Updated last year
- Automated machine learning can facilitate the early diagnosis and timely treatment of diabetic retinopathy. Following the 1st Diabetic Re…☆68Aug 15, 2023Updated 2 years ago
- [IEEE TPAMI 2025] This repository is the official implementation of the paper "VisionUnite: A Vision-Language Foundation Model for Ophtha…☆58Feb 2, 2026Updated 5 months ago
- The official start-up code for paper "FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark."☆67Jan 21, 2025Updated last year
- This repository is the official data collection of MMFundus (Multimodal Fundus) dataset.☆13Feb 2, 2026Updated 5 months ago
- The Official Repository of VisionFM☆128Jun 19, 2025Updated last year
- UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling☆23Dec 28, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆33Oct 6, 2024Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆84Jun 7, 2025Updated last year
- ☆44Apr 8, 2024Updated 2 years ago
- The first ophthalmology Large Language-and-Vision Assistant based on Instructions and Dialogue☆38Oct 1, 2024Updated last year
- A High-Quality Diabetic Retinopathy Pixel-Level Annotation Dataset☆17Dec 9, 2025Updated 6 months ago
- ☆56Sep 20, 2023Updated 2 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- ☆12May 22, 2022Updated 4 years ago
- Actively maintained and comprehensive public glaucoma dataset catalog☆80Jan 2, 2026Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 【ACM MM 2025】Official Repo for Paper ‘’EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark an…☆73Apr 11, 2026Updated 2 months ago
- Official repository of the paper "RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification"…☆48Sep 30, 2025Updated 9 months ago
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated 2 years ago
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆100Apr 15, 2026Updated 2 months ago
- FFA Synthesis from CFP (ACM MM 2024 Workshop Best Paper Award)☆29Dec 13, 2024Updated last year
- Automated detection of exudates from fundus images plays an important role in diabetic retinopathy (DR) screening and evaluation, for whi…☆11Dec 11, 2020Updated 5 years ago
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Mar 28, 2023Updated 3 years ago
- A Survey on CLIP in Medical Imaging☆512Mar 26, 2025Updated last year
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Feb 13, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Python package for fundus image processing.☆24May 29, 2026Updated last month
- [TMI 2024] Code for "Concept-based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis"☆31Oct 30, 2025Updated 8 months ago
- ViLReF: A Expert Knowledge Enabled Vision-Language Retinal Foundation Model☆24Oct 16, 2024Updated last year
- A generalist foundation model for healthcare capable of handling diverse medical data modalities.☆98Apr 30, 2026Updated 2 months ago
- A collection of resources on applications of multi-modal learning in medical imaging.☆967Jun 4, 2026Updated 3 weeks ago
- ☆17Jul 15, 2024Updated last year
- [MICCAI 2023] Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images☆38Nov 28, 2025Updated 7 months ago