We present a comprehensive and deep review of the HFM in challenges, opportunities, and future directions. The released paper: https://arxiv.org/abs/2404.03264
☆257Dec 13, 2024Updated last year
Alternatives and similar repositories for Awesome-Foundation-Models-for-Advancing-Healthcare
Users that are interested in Awesome-Foundation-Models-for-Advancing-Healthcare are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆525Apr 25, 2026Updated 6 months ago
- A curated list of foundation models for vision and language tasks in medical imaging☆306Jun 3, 2024Updated 2 years ago
- ☆71Oct 10, 2023Updated 3 years ago
- A Survey on CLIP in Medical Imaging☆514Mar 26, 2025Updated last year
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆470Apr 13, 2025Updated last year
- 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.
- The official code of TAMP - Imaging foundation model for universal enhancement of non-ideal measurement CT☆41Jul 18, 2026Updated 3 months ago
- The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".☆572Jul 25, 2025Updated last year
- This repository contains code to run the FactCheXcker pipeline on model-generated chest X-ray reports that contain quantifiable metrics, …☆14Dec 30, 2025Updated 10 months ago
- The official code of GEMINI - Homeomorphism Prior for Representation Learning (accepted by TPAMI 2025)☆14Apr 1, 2025Updated last year
- ☆19Aug 19, 2026Updated 2 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
- [TPAMI 2026] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors☆291Apr 9, 2026Updated 6 months ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆312Aug 25, 2026Updated 2 months ago
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆435Oct 26, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆679Oct 24, 2025Updated last year
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆19May 7, 2024Updated 2 years ago
- ☆36Mar 25, 2025Updated last year
- A collection of resources on applications of multi-modal learning in medical imaging.☆985Oct 26, 2026Updated last week
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆277Dec 23, 2023Updated 2 years ago
- ☆10Mar 3, 2021Updated 5 years ago
- ☆12Jul 21, 2026Updated 3 months ago
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆430Jul 18, 2025Updated last year
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆236Dec 1, 2025Updated 11 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Collection of awesome medical dataset resources.☆2,219Oct 2, 2026Updated last month
- [IJCV'2026] Generative Enhancement for 3D Medical Images☆84Mar 12, 2026Updated 7 months ago
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Sep 17, 2021Updated 5 years ago
- Multimodal Whole Slide Foundation Model for Pathology - Nature Medicine☆377Dec 13, 2025Updated 10 months ago
- [MIA 2026] MG-3D: Multi-Grained Knowledge-Enhanced Vision-Language Pre-training for 3D Medical Image Analysis☆10Mar 14, 2026Updated 7 months ago
- MedEvalKit: A Unified Medical Evaluation Framework☆267Feb 24, 2026Updated 8 months ago
- Curated papers on Large Language Models in Healthcare and Medical domain☆393May 29, 2025Updated last year
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆24Feb 28, 2025Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆121Dec 16, 2025Updated 10 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆24Aug 27, 2025Updated last year
- One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.☆55Mar 29, 2025Updated last year
- BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks☆714Jul 8, 2025Updated last year
- ☆132May 31, 2024Updated 2 years ago
- CVPR 2024 (Highlight)☆150Oct 20, 2024Updated 2 years ago
- A generalist foundation model for healthcare capable of handling diverse medical data modalities.☆104Apr 30, 2026Updated 6 months ago
- [Nat. Biomed. Eng, 2026] nnMIL: A generalizable multiple instance learning framework for computational pathology☆75Sep 6, 2026Updated 2 months ago