xmindflow / Awesome-Foundation-Models-in-Medical-ImagingLinks
A curated list of foundation models for vision and language tasks in medical imaging
☆289Updated last year
Alternatives and similar repositories for Awesome-Foundation-Models-in-Medical-Imaging
Users that are interested in Awesome-Foundation-Models-in-Medical-Imaging are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆296Updated last month
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆129Updated 9 months ago
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆336Updated 5 months ago
- Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology repo…☆174Updated 2 months ago
- [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders☆167Updated last month
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆389Updated last month
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆267Updated last month
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆128Updated last month
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆61Updated 10 months ago
- ☆39Updated 10 months ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆159Updated last year
- [MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆212Updated 2 years ago
- ☆118Updated 2 months ago
- The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)☆129Updated 4 months ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆155Updated last year
- ☆155Updated 2 months ago
- Data descriptor and sample notebooks for the Emory Breast Imaging Dataset (EMBED) hosted on the AWS Open Data Program☆81Updated last month
- Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis☆169Updated last year
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆358Updated 8 months ago
- MONAI Versatile Imaging Segmentation and Annotation☆259Updated 2 months ago
- A package to compute medical segmentation metrics.☆179Updated last year
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆182Updated 3 weeks ago
- [NeurIPS 2023] Release LMV-Med pre-trained models☆212Updated 9 months ago
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆167Updated last year
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆121Updated 6 months ago
- ☆145Updated last year
- The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations☆87Updated 8 months ago
- A list of VLMs tailored for medical RG and VQA; and a list of medical vision-language datasets☆207Updated 9 months ago
- We present a comprehensive and deep review of the HFM in challenges, opportunities, and future directions. The released paper: https://ar…☆245Updated last year
- A repo for Masked Image Modeling for 3D Medical Images☆33Updated 2 years ago