YutingHe-list / Awesome-Foundation-Models-for-Advancing-HealthcareView external linksLinks
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
☆247Dec 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
Sorting:
- A curated list of foundation models for vision and language tasks in medical imaging☆299Jun 3, 2024Updated last year
- ☆502Jun 9, 2025Updated 8 months ago
- A Survey on CLIP in Medical Imaging☆501Mar 26, 2025Updated 10 months ago
- The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".☆524Jul 25, 2025Updated 6 months ago
- The official start-up code for paper "FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark."☆65Jan 21, 2025Updated last year
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆421Apr 13, 2025Updated 10 months ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆298Nov 24, 2025Updated 2 months ago
- ☆23Jan 16, 2024Updated 2 years ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆663Oct 24, 2025Updated 3 months ago
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆347Jul 18, 2025Updated 6 months ago
- A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electr…☆96Feb 6, 2026Updated last week
- MedShapeNet 2.0 | A Large-scale Dataset of 3D Medical Shapes | An updated version of MedShapeNet 1.0☆46Sep 26, 2025Updated 4 months ago
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆168Nov 27, 2025Updated 2 months ago
- ☆30Aug 18, 2023Updated 2 years ago
- [ML4H'25] MedVLThinker: Simple Baselines for Multimodal Medical Reasoning☆48Dec 21, 2025Updated last month
- A collection of resources on applications of multi-modal learning in medical imaging.☆913Feb 8, 2026Updated last week
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆263Dec 23, 2023Updated 2 years ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images (NeurIPS 2023 D&B)☆91Feb 6, 2026Updated last week
- ☆86Jun 26, 2023Updated 2 years ago
- CVPR 2024 (Highlight)☆143Oct 20, 2024Updated last year
- Collection of awesome medical dataset resources.☆1,649Jan 23, 2025Updated last year
- ☆100Jun 6, 2024Updated last year
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆398Jan 13, 2026Updated last month
- BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks☆702Jul 8, 2025Updated 7 months ago
- ☆13Apr 4, 2023Updated 2 years ago
- Hands-on repository for fine-tuning Large Language Models (LLMs) in the clinical domain with tutorials☆13Jan 9, 2026Updated last month
- 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
- [NeurIPS 2025] Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling☆24Dec 16, 2025Updated 2 months ago
- Curated papers on Large Language Models in Healthcare and Medical domain☆384May 29, 2025Updated 8 months ago
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively ma…☆34Apr 12, 2025Updated 10 months ago
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Sep 17, 2021Updated 4 years ago
- [ECCV2022] The official implementation of Cross-modal Prototype Driven Network for Radiology Report Generation☆80Dec 27, 2024Updated last year
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆63Feb 13, 2025Updated last year
- ☆40Feb 14, 2025Updated last year
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18May 7, 2024Updated last year
- [ACL 2025 Findings] "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA"☆25Feb 21, 2025Updated 11 months ago
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- [NeurIPS 2025] PanTS: The Pancreatic Tumor Segmentation Dataset. PanTS enables development and external evaluation of AI for pancreatic t…☆93Jan 20, 2026Updated 3 weeks ago
- ☆15May 8, 2025Updated 9 months ago